Library: Input/output
basic_stringbuf basic_streambuf
|
basic_stringbuf() char_type ios_type off_type |
overflow() pbackfail() pos_type seekoff() |
seekpos() setbuf() str() traits_type |
underflow() xsputn() |
Class that associates the input or output sequence with a sequence of arbitrary characters
#include <sstream> namespace std { template<class charT, class traits = char_traits<charT>, class Allocator = allocator<charT> > class basic_stringbuf; }
The class basic_stringbuf is derived from basic_streambuf. Its purpose is to associate the input or output sequence with a sequence of arbitrary characters. The sequence can be initialized from, or made available as, an object of class basic_string. Each object of type basic_stringbuf controls two character sequences:
a character input sequence
a character output sequence
See basic_streambuf for more information.
The two sequences are related to each other, but are manipulated separately. This allows you to read and write characters at different positions in objects of type basic_stringbuf without any conflict (as opposed to the basic_filebuf objects, in which a joint file position is maintained).
namespace std { template<class charT, class traits = char_traits<charT>, class allocator<charT> > class basic_stringbuf : public basic_streambuf<charT, traits> { public: typedef charT char_type; typedef typename traits::int_type int_type; typedef typename traits::pos_type pos_type; typedef typename traits::off_type off_type; explicit basic_stringbuf(ios_base::openmode = (ios_base::in | ios_base::out)); explicit basic_stringbuf(const basic_string<char_type, traits_type, Allocator>&, ios_base::openmode = ios_base::in | ios_base::out); basic_string<char_type, traits_type, Allocator> str() const; void str(const basic_string<char_type, traits_type, Allocator>&); protected: virtual int_type underflow(); virtual int_type pbackfail(int_type = traits::eof()); virtual int_type overflow(int_type = traits::eof()); virtual basic_streambuf<char_type, traits_type>* setbuf(char_type*,streamsize); virtual pos_type seekoff(off_type, ios_base::seekdir, ios_base::openmode = ios_base::in | ios_base::out); virtual pos_type seekpos(pos_type, ios_base::openmode = ios_base::in | ios_base::out); virtual streamsize xsputn(const char_type*, streamsize); }; }
char_type
The type char_type is a synonym for the template parameter charT.
ios_type
The type ios_type is an instantiation of class basic_ios on type charT.
off_type
The type off_type is a synonym of type traits::off_type.
pos_type
The type pos_type is a synonym of type traits::pos_type.
traits_type
The type traits_type is a synonym for the template parameter traits.
stringbuf
The type stringbuf is a specialization of class template basic_stringbuf on type char:
typedef basic_stringbuf<char> stringbuf;
wstringbuf
The type wstringbuf is a specialization of class template basic_stringbuf on type wchar_t:
typedef basic_stringbuf<wchar_t> wstringbuf;
explicit basic_stringbuf(ios_base::openmode which = ios_base::in | ios_base::out);
Constructs an object of class basic_stringbuf, initializing the base class with basic_streambuf(), and initializing the open mode with which.
explicit basic_stringbuf(const string_type& str, ios_base::openmode which = ios_base::in | ios_base::out);
Constructs an object of class basic_stringbuf, initializing the base class with basic_streambuf(), and initializing the open mode with which. The string object str is copied to the underlying buffer.
If the opening mode is in, initializes the input sequence to point to the first character of the buffer.
If the opening mode is out, initializes the output sequence to point to the first character of the buffer.
If the opening mode is out | app, initializes the output sequence to point to the last character of the buffer.
int_type overflow(int_type c = traits_type::eof());
If the output sequence has a put position available, and c is not traits_type::eof(), this function writes c into it. If there is no position available, the function increases the size of the buffer by allocating more memory and then writes c at the new current put position. If the operation fails, the function returns traits_type::eof(). Otherwise, it returns traits_type::not_eof(c).
int_type pbackfail(int_type c = traits_type::eof());
Puts back the character designated by c into the input sequence. If traits_type::eq_int_type(c,traits_type::eof()) returns true, the function moves the input sequence one position backward. If the operation fails, the function returns traits_type::eof(). Otherwise, it returns traits_type::not_eof(c).
pos_type seekoff(off_type off, ios_base::seekdir way, ios_base::openmode which = ios_base::in | ios_base::out);
If the open mode is in | out, this function alters the stream position of both the input and the output sequences. If the open mode is in, it alters the stream position of only the input sequence, and if it is out, it alters the stream position of only the output sequence. The new position is calculated by combining the two parameters, off (displacement) and way (reference point). If the current position of the sequence is invalid before repositioning, the operation fails and the return value is pos_type(off_type(-1)). Otherwise, the function returns the current new position.
pos_type seekpos(pos_type sp,ios_base::openmode which = ios_base::in | ios_base::out);
If the open mode is in | out, the function alters the stream position of both the input and the output sequences. If the open mode is in, it alters the stream position of the input sequence only, and if the open mode is out, it alters the stream position of the output sequence only. If the current position of the sequence is invalid before repositioning, the operation fails and the return value is pos_type(off_type(-1)). Otherwise, the function returns the current new position.
basic_streambuf<charT,traits>* setbuf(char_type* s, streamsize n);
A stringbuf maintains an underlying character array for storing buffered characters. This function gives you a way to resize or replace that buffer, with certain restrictions.
First of all, n must be greater than the number of characters currently in the buffer. If n is too small, then setbuf() has no effect and returns a null pointer to indicate failure.
If n is large enough, this function has one of the following effects:
If s is not a null pointer, setbuf() copies the buffered contents of the stringbuf into the n character array starting at s, and installs s as the underlying character array used by the stringbuf. s replaces the old underlying array. In this case, the function returns s on success or a null pointer on failure. The caller is responsible for deleting the buffer.
If s is a null pointer and n is 0, the function has no effect.
If s is a null pointer, setbuf() resizes the underlying character array to n characters. The function returns a pointer to the beginning of the resized array if the operation is successful, or a null pointer if not. The object is responsible for deleting the buffer.
basic_string<char_type, traits_type, Allocator> str() const;
Returns a string object of type basic_string<char_type, traits_type, Allocator>, whose content is a copy of the underlying buffer contents.
void str(const basic_string<char_type, traits_type, Allocator>& str);
Clears the underlying buffer and copies the string object str into it. If the opening mode is in, initializes the input sequence to point to the first character of the buffer. If the opening mode is out, the function initializes the output sequence to point to the first character of the buffer. If the opening mode is out | app, it initializes the output sequence to point to the last character of the buffer.
int_type underflow();
If the input sequence has a read position available, returns the contents of this position. Otherwise, it tries to expand the input sequence to match the output sequence, and if possible returns the content of the new current position, traits_type::to_int_type(*gptr()). The function returns traits_type::eof() to indicate failure.
streamsize xsputn(const char_type* s, streamsize n);
Writes up to n characters to the output sequence. The characters written are obtained from successive elements of the array whose first element is designated by s. The function returns the number of characters written.
// // stringbuf.cpp // #include <iostream> // for cout, endl #include <sstream> // for istringstream, ostringstream #include <string> // for string int main () { // create a read/write string-stream object on tiny char // and attach it to an ostringstream object std::ostringstream out_1 (std::ios::in | std::ios::out); // tie the istream object to the ostringstream object std::istream in_1 (out_1.rdbuf ()); // output to out_1 out_1 << "Here is the first ouput"; // create a string object on tiny char std::string string_ex = "L'heure est grave!"; // open a read only stringstream object and initialize it std::istringstream in_2 (string_ex); // output in_1 to the standard output std::cout << in_1.rdbuf () << std::endl; // reposition in_1 at the beginning in_1.seekg (0); // output in_2 to the standard output std::cout << in_2.rdbuf () << std::endl; // reposition in_2 at the beginning in_2.seekg (0); // get the current put position (equivalent to // out_1.tellp()) std::stringbuf::pos_type pos = out_1.rdbuf ()->pubseekoff (0, std::ios::cur, std::ios::out); // append the content of the stringbuf pointed to by in_2 // to the one pointed at by out_1 out_1 << ' ' << in_2.rdbuf (); // output in_1 to the standard output std::cout << in_1.rdbuf () << std::endl; // position the get sequence (equivalent to // in_1.seekg (pos)) in_1.rdbuf ()->pubseekpos (pos, std::ios::in); // output "L'heure est grave!" std::cout << in_1.rdbuf () << std::endl; return 0; } Program Output:
Here is the first ouput L'heure est grave! Here is the first ouput L'heure est grave! L'heure est grave!
char_traits, ios_base, basic_ios, basic_streambuf, basic_string, basic_istringstream, basic_ostringstream, basic_stringstream
ISO/IEC 14882:1998 -- International Standard for Information Systems --Programming Language C++, Section 27.7.1


Rapidly creating effective visualizations using expressive grammars is challenging for users who have limited time and limited
skills in statistics and data visualization. Even high-level, dedicated visualization tools often require users to manually
select among data attributes, decide which transformations to apply, and specify mappings between visual encoding variables
and raw or transformed attributes. In this paper, we introduce
Data2Vis
, a neural translation model, for automatically generating visualizations from given datasets. We
formulate visualization generation as a sequence to sequence translation problem
where data specification is mapped to a visualization specification in a declarative language (Vega-Lite). To this end,
we train a multilayered Long Short-Term Memory (LSTM) model with attention on a corpus of visualization specifications.
Qualitative results show that our model learns the vocabulary and syntax for a valid visualization specification, appropriate
transformations (count, bins, mean) and how to use common data selection patterns that occur within data visualizations.
Our model generates visualizations that are comparable to manually-created visualizations in a fraction of the time, with
potential to learn more complex visualization strategies at scale.
We train a sequence to sequence model using the seq2seq architecture and sample code provided by
Britz et al 2017. The model is an encoder-decoder architecture with attention mechanism. The input sequence is json
data and output sequence is a
Vega-Lite visualization specification. Additional details on the project can be found in this
blog post .
This is work in progress, feedback is most welcome! Check out the
demo, view some generated
examples, or download an
early draft of the paper.


Holds the information for one triangle for the terrain mesh.
s32 indices[3];
Index into the vertex array of the terrain mesh.
s32 materialID;
Material index of this triangle
u32 flag;
Always set to neTriangle::NE_TRI_TRIANGLE.
See also neTriangleMesh.


This project has a (slightly) nicer UI than this one.
Run ng serve from the repository root and visit localhost:4200 to see it.
ng serve
localhost:4200


Fajita Seasoning
Simple seasoning mix similar to Old El Paso. Can be used for any Mexican dishes or plain meats.
Ingredients
- ½ tsp Garlic Powder
- ½ tsp Onion Powder
- ½ tsp Paprika
- ½ tsp Smoked Paprika
- ½ tsp Ground Cumin
- ½ tsp Ground Coriander
- ½ tsp Oregano
- ½ tsp Cayenne Pepper
- 1 tsp Salt
- 1 tsp Brown Sugar
- 1.5 tsp Chili Powder
Directions
- Mix seasonings in a bowl. Adjust amounts depending on how much is needed.
Contribution
Recipe tags:
basic
mexican
fasting


| (A) | ---- no text ---- | |
| 331 | (C) | Now wold vaspaciane no worde . to þe men shewen |
| 332 | (D) | wold vaspaȝian no word to þe wights shewe |
| 333 | (E) | ¶ wulde waspasyan no wurd . to þe messagerys telle |
| (Ex) | ---- no text ---- | |
| 341 | (L) | waspasian no word to þe wyes schewed |
| 326 | (P) | wald waspasyan no worde to þase wyes schew |
| 326 | (U) | The while Vespasian no worde / to the wyes said |
| (V) | ---- no text ---- |


The number of logging events delivered in this e-mail depend on the value of BufferSize option. The SMTPAppender
keeps only the last BufferSize
logging events in its cyclic buffer. This keeps memory requirements at a reasonable level while still delivering useful application context.
Public Member Functions | |
| SMTPAppender () | |
| SMTPAppender (log4cxx::helpers::Pool &p) | |
| The default constructor will instantiate the appender with a spi::TriggeringEventEvaluator that will trigger on events with level ERROR or higher. | |
| SMTPAppender (spi::TriggeringEventEvaluatorPtr evaluator) | |
Use evaluator passed as parameter as the spi::TriggeringEventEvaluator for this net::SMTPAppender. | |
| ~SMTPAppender () | |
| virtual void | setOption (const LogString &option, const LogString &value) |
| Set options. | |
| virtual void | activateOptions (log4cxx::helpers::Pool &p) |
| Activate the specified options, such as the smtp host, the recipient, from, etc. | |
| virtual void | append (const spi::LoggingEventPtr &event, log4cxx::helpers::Pool &p) |
| Perform SMTPAppender specific appending actions, mainly adding the event to a cyclic buffer and checking if the event triggers an e-mail to be sent. | |
| virtual void | close () |
| Release any resources allocated within the appender such as file handles, network connections, etc. | |
| LogString | getTo () const |
| Returns value of the To option. | |
| LogString | getCc () const |
| Returns value of the cc option. | |
| LogString | getBcc () const |
| Returns value of the bcc option. | |
| virtual bool | requiresLayout () const |
The SMTPAppender requires a layout. | |
| void | sendBuffer (log4cxx::helpers::Pool &p) |
| Send the contents of the cyclic buffer as an e-mail message. | |
| LogString | getEvaluatorClass () |
| Returns value of the EvaluatorClass option. | |
| LogString | getFrom () const |
| Returns value of the From option. | |
| LogString | getSubject () const |
| Returns value of the Subject option. | |
| void | setFrom (const LogString &from) |
| The From option takes a string value which should be a e-mail address of the sender. | |
| void | setSubject (const LogString &subject) |
| The Subject option takes a string value which should be a the subject of the e-mail message. | |
| void | setBufferSize (int bufferSize) |
| The BufferSize option takes a positive integer representing the maximum number of logging events to collect in a cyclic buffer. | |
| void | setSMTPHost (const LogString &smtpHost) |
| The SMTPHost option takes a string value which should be a the host name of the SMTP server that will send the e-mail message. | |
| LogString | getSMTPHost () const |
| Returns value of the SMTPHost option. | |
| void | setSMTPPort (int port) |
| The SMTPPort option takes a string value which should be a the port of the SMTP server that will send the e-mail message. | |
| int | getSMTPPort () const |
| Returns value of the SMTPHost option. | |
| void | setTo (const LogString &to) |
| The To option takes a string value which should be a comma separated list of e-mail address of the recipients. | |
| void | setCc (const LogString &to) |
| The Cc option takes a string value which should be a comma separated list of e-mail address of the cc'd recipients. | |
| void | setBcc (const LogString &to) |
| The Bcc option takes a string value which should be a comma separated list of e-mail address of the bcc'd recipients. | |
| void | setSMTPUsername (const LogString &newVal) |
| The SMTPUsername option takes a string value which should be a the user name for the SMTP server. | |
| LogString | getSMTPUsername () const |
| Returns value of the SMTPUsername option. | |
| void | setSMTPPassword (const LogString &newVal) |
| The SMTPPassword option takes a string value which should be a the password for the SMTP server. | |
| LogString | getSMTPPassword () const |
| Returns value of the SMTPPassword option. | |
| int | getBufferSize () const |
| Returns value of the BufferSize option. | |
| log4cxx::spi::TriggeringEventEvaluatorPtr | getEvaluator () const |
| Gets the current triggering evaluator. | |
| void | setEvaluator (log4cxx::spi::TriggeringEventEvaluatorPtr &trigger) |
| Sets the triggering evaluator. | |
| void | setEvaluatorClass (const LogString &value) |
| The EvaluatorClass option takes a string value representing the name of the class implementing the spi::TriggeringEventEvaluator interface. | |
| void | setLocationInfo (bool locationInfo) |
| The LocationInfo option is provided for compatibility with log4j and has no effect in log4cxx. | |
| bool | getLocationInfo () const |
| Returns value of the LocationInfo option. |
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The default constructor will instantiate the appender with a spi::TriggeringEventEvaluator that will trigger on events with level ERROR or higher.
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Use
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Activate the specified options, such as the smtp host, the recipient, from, etc.
Reimplemented from AppenderSkeleton. |
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Perform SMTPAppender specific appending actions, mainly adding the event to a cyclic buffer and checking if the event triggers an e-mail to be sent.
Implements AppenderSkeleton. |
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Release any resources allocated within the appender such as file handles, network connections, etc. It is a programming error to append to a closed appender. Implements Appender. |
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Returns value of the bcc option.
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Returns value of the BufferSize option.
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Returns value of the cc option.
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Gets the current triggering evaluator.
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Returns value of the EvaluatorClass option.
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Returns value of the From option.
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Returns value of the LocationInfo option.
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Returns value of the SMTPHost option.
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Returns value of the SMTPPassword option.
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Returns value of the SMTPHost option.
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Returns value of the SMTPUsername option.
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Returns value of the Subject option.
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Returns value of the To option.
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The
Implements Appender. |
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Send the contents of the cyclic buffer as an e-mail message.
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The Bcc option takes a string value which should be a comma separated list of e-mail address of the bcc'd recipients.
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The BufferSize option takes a positive integer representing the maximum number of logging events to collect in a cyclic buffer.
When the |
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The Cc option takes a string value which should be a comma separated list of e-mail address of the cc'd recipients.
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Sets the triggering evaluator.
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The EvaluatorClass option takes a string value representing the name of the class implementing the spi::TriggeringEventEvaluator interface. A corresponding object will be instantiated and assigned as the triggering event evaluator for the SMTPAppender. |
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The From option takes a string value which should be a e-mail address of the sender.
|
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The LocationInfo option is provided for compatibility with log4j and has no effect in log4cxx.
|
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Set options.
Reimplemented from AppenderSkeleton. |
|
|
The SMTPHost option takes a string value which should be a the host name of the SMTP server that will send the e-mail message.
|
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The SMTPPassword option takes a string value which should be a the password for the SMTP server.
|
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The SMTPPort option takes a string value which should be a the port of the SMTP server that will send the e-mail message.
|
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The SMTPUsername option takes a string value which should be a the user name for the SMTP server.
|
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The Subject option takes a string value which should be a the subject of the e-mail message.
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The To option takes a string value which should be a comma separated list of e-mail address of the recipients.
|


{% block head %}{% end %}
Copyright (c) 2012-{{ escape(handler.settings["current_year"]) }}, Dongsheng Cai All Rights Reserved
AirNotifier | Development | Get support


{% extends 'layout.html' %} {% block title %}office{% endblock %} {% block content %}
A place to get work done a quiet place not going to be quiet if you get killed in there
What do you do?
1. Sit in the desk chair
2. Hide under the desk
3. Hide behind the curtains
{% endblock %}


- Reading Books
- Watching Movies
- Playing Video Games on my PC
- Hiking and Camping Around the Pacific Northwest
- Mapping the Constelations & Exploring Every Corner Computer Science
Biography
Hello! My name is Dasean Volk. I am a Nebraska born-Washington made man. I am 24 years of age. Some call me CyberDust, it's up to you.
Education
- Montessori Grade: K-7
- International Baccaluareate Grade: 8-12
- Associates Degrees: AA-Arts & Humanities, AAS-Social & Behavioral Science
- Undergraduate: Political Science, Film with a minor in Computer Science. Still in progress @ UC
Job Experience
- Jimmy Johns | Sandwhich Artist
- Proffesional Research Consultants | Telemarketer
- Affiliated Foods | Dairy Order Picker
- AMC Theaters | Crew Member
- US Navy | Aviation Electricians Mate Second Class
Goals
Right now my goals are versatile and ambitious. After my life changing experience in the Navy, I plan to finish my undergraduate degree, go to law school, contribute to the creation of stimulating economies through software development, and eventually, fly planes!✈
My Top Ten Movies: in no particular order:
- Drive
- There Will Be Blood
- Rosemary's Baby
- School of Rock
- Twin Peaks
- Cat on a Hot Tin Roof
- The Graduate
- Tron Legacy
- Goodfellas
- Interstellar


{% extends "admin_template.html" %} {% from "components/file-upload.html" import file_upload %} {% from "components/page-header.html" import page_header %} {% from "components/page-footer.html" import page_footer %} {% from "components/radios.html" import radios %} {% from "components/form.html" import form_wrapper %} {% block service_page_title %} {{ _('Update logo') }} {% endblock %} {% block maincolumn_content %} {% if upload_filename %}
{{ _("We’ll review and implement your new logo. Expect to hear from our support team about the change shortly and in no more than 2 business days.") }}
{{ _('Consistent branding helps instill trust in the email messages you send.') }}
{{ _('GC Notify offers the Government of Canada signatures by default.') }}
{% call form_wrapper() %}{{ _('If you switch to one of the default GC logos you will have to re-upload your custom logo to return to it later.') }}
{% endif %} {{ page_footer( button_text=_('Save'), button_name='operation', button_value='email-branding-details' ) }}{{ _('Make sure your logo is a PNG file and exactly 108 pixels tall to fit correctly in email messages.') }}
{{ file_upload(form.file, button_text=_('Upload logo')) }}{{ _('We will review and implement your new logo.') }}


{# Display histograms here #}
{{ run.prettyName }} started at approximately {{ subsystem.prettyPrintUnixTime(subsystem.startOfRun) }} (CERN time zone){%- if run.hltMode and run.hltMode != "U" %} and received via HLT Mode {{ run.hltMode }}{%- endif -%}. Logbook entry, RCT
{%- if timeSlice != None -%}{#subsystem.timeSlices: {{ subsystem.timeSlices }} timeSlice: {{ timeSlice }} #} Time slice requested {{ timeSlice.timeInMinutesRounded(timeSlice.minUnixTimeRequested) | int }} to {{ timeSlice.timeInMinutesRounded(timeSlice.maxUnixTimeRequested) | int }} minutes and returned {{ timeSlice.timeInMinutesRounded(timeSlice.minUnixTimeAvailable) | int }} to {{ timeSlice.timeInMinutesRounded(timeSlice.maxUnixTimeAvailable) | int }} due to data constraints.
Processed with {% for key, val in timeSlice.processingOptions.items() -%}{{ key }} = {{ val }}{% if not loop.last%}, {% endif %}{% endfor -%}
{%- endif -%}Grid!
{% endif -%}Loading...
{%- endif %}No data available for this subsystem during this run! If you think this is in error, please contact the admin!
{%- else -%}Error! No hist group (input: {{ selectedHistGroup }}) or hist (input: {{ selectedHist }}) was selected! Please try again with a different value or contact the admin!
{%- endif -%} {%- endif -%} {# Content for time slices #}


Address book
Add new info in the book
Name
Phone number
Address
City
State
Choose...
OR
WA
Zip
Add contact


Welcome to the Spring Boot + Thymeleaf + Heroku template
This template has been designed to be used in conjunction with JHipster to enable rapid development of Spring Boot +
Thymeleaf applications that are fully deployable to Heroku.
Technology Stack
- Spring Boot, no-xml Spring MVC 4 web application for Servlet 3.0 environment
- Thymeleaf templates with added Joda Time & Spring Security Dialects
- Heroku fully cloud deployable
- JPA 2.0 (Spring Data JPA/Hibernate)
- Database (Liquibase/PostgreSQL/H2 embedded/HikariCP)
- Testing (JUnit/Mockito/MockMVC/AssertJ/Hamcrest)
- Java 8, Spring Security 3.2, Maven 3, SLF4J, Logback, Bootstrap 3.3.4, jQuery 1.11.2, i18n, etc
Current Credientials
You are currently signed in as an anonymous user.
You are currently signed in as a user.
You are currently signed in as the administrator.
Footer


--- title: checkInside sidebar: function_reference_sidebar permalink: grain2d.checkInside.html folder: function_reference toc: false ---
check for points or grains to be inside a big grain
Note, for an EBSD pixel to be inside a grain it has to be completely inside the grain. Pixels at the boundary may belong to no grain.
| hostGrains | grain2d |
| inclusionGrains | grain2d |
| [x,y] | list of [x(:) y(:)] coordinates |
| isInside | numInclusionGrains x numHostGrains matrix |
| isInside | numEBSD x numHostGrains matrix |
| isInside | numXY x numHostGrains matrix |
| includeBoundary | points on the boundary are considered as inside |
| ignoreInclusions | points within inclusions belong to the host grain |
mtexdata small grains = calcGrains(ebsd('indexed')) plot(grains(grains(75).checkInside(grains)))


|
Apprecie
1
Azure PHP
|
Public Member Functions | |
| setParentIsTableBase ($value) | |
| getParentIsTableBase () | |
| setForeignKey ($value) | |
| getHash () | |
| getIsDecrypted () | |
| setDefaultFields ($default) | |
| setEncryptedFields ($encrypted) | |
| getEncryptedFields () | |
| getDefaultFields () | |
| setEncryptionProvider (EncryptionProvider $provider) | |
| getEncryptionProvider () | |
| createEncryptionProvider () | |
| register (IsRegistry $register, $key, $name) | |
| isEncryptionField ($field) | |
| encryptFields () | |
| decryptFields () | |
| onConstruct () | |
| beforeValidationOnCreate () | |
| beforeValidationOnUpdate () | |
| beforeUpdate () | |
| beforeCreate () | |
| afterCreate () | |
| beforeDelete () | |
| afterDelete () | |
| afterFetch () | |
| afterUpdate () | |
| appendMessage ($messages) | |
Static Public Member Functions | |
| static | findFirstBy ($field, $values, ApprecieModelBase $instance=null) |
| static | findBy ($field, $values, ApprecieModelBase $instance=null) |
| static | prepareSearchValues ($field, $values, ApprecieModelBase $instance=null) |
| static | resolve ($param, $throw=true, ApprecieModelBase $instance=null) |
Protected Member Functions | |
| getForeignKeyField () | |
| getForeignKey () | |
| getEncryptionKey () | |
| processDefaultValues ($onlyIfNull=true) | |
| processBitValues () | |
| unsetBitValues () | |
| getExtractToArray (array $fields) | |
| updateForeignKey (ApprecieModelBase $parentInstance) | |
| getParentInstance () | |
| calculateForeignKeyField () | |
| updateFromParent () | |
Definition at line 52 of file ApprecieModelBase.php.
| createEncryptionProvider | ( | ) |
override this for custom provider
Definition at line 197 of file ApprecieModelBase.php.
| decryptFields | ( | ) |
Decrypts fields indicated as encrypted, see setEncryptedFields(). Uses the EncryptionProvider provided by getEncryptionProvider() and the key provided by getEncryptionKey() Sensible defaults are provided.
This method is called implicitly before validation and after fetch operations
Note that after an update or create or validation action the object will be left in an unencrypted state, it will not be returned to its former state. An encrypted object will not double encrypt or double decrypt, this method has no effect on an encrypted object. Check the current encryption state by calling getIsDecrypted()
Definition at line 282 of file ApprecieModelBase.php.
| encryptFields | ( | ) |
Encrypts fields indicated as encrypted, see setEncryptedFields(). Uses the EncryptionProvider provided by getEncryptionProvider() and the key provided by getEncryptionKey() Sensible defaults are provided.
This method is called implicitly during update and create actions.
Note that after an update or create or validation action the object will be left in an unencrypted state, it will not be returned to its former state. An encrypted object will not double encrypt or double decrypt, this method has no effect on an encrypted object. Check the current encryption state by calling getIsDecrypted()
Definition at line 253 of file ApprecieModelBase.php.
|
static |
returns the matching results on $field given $values wraps the ORM findFirst() method but is encryption aware, and will or encrypt $values if the query field should be encrypted.
| $field | string The name of the single field to search on | |
| $values | string|array A scalar or array of values to find a match for | |
| ApprecieModelBase | $instance |
Definition at line 633 of file ApprecieModelBase.php.
|
static |
returns the first matching result on $field given $values wraps the ORM findFirst() method but is encryption aware, and will or encrypt $values if the query field should be encrypted.
| $field | string The name of the single field to search on | |
| $values | string|array A scalar or array of values to find a match for | |
| ApprecieModelBase | $instance |
Definition at line 611 of file ApprecieModelBase.php.
| getDefaultFields | ( | ) |
Definition at line 166 of file ApprecieModelBase.php.
| getEncryptedFields | ( | ) |
Definition at line 158 of file ApprecieModelBase.php.
|
protected |
Override this getter to provide a custom key. Currently returns portal guid + ??
Definition at line 207 of file ApprecieModelBase.php.
| getEncryptionProvider | ( | ) |
Definition at line 188 of file ApprecieModelBase.php.
|
protected |
Extracts properties using a get method for each $field. Returns an associative array. Like toArray() but deeper.
| array | $fields |
Definition at line 363 of file ApprecieModelBase.php.
| getIsDecrypted | ( | ) |
Definition at line 118 of file ApprecieModelBase.php.
| isEncryptionField | ( | $field | ) |
Returns true if $field is marked for encryption in this model. Note that this method does not indicate the encrypted / decrypted state, please see getIsDecrypted() for that purpose. $isCurrentlyEncrypted = $obj->isEncryptionField('myfield') && !$obj->getIsDecrypted()
| $field | string The name of the field to check |
Definition at line 235 of file ApprecieModelBase.php.
|
static |
will encrypt $values if $field is marked for encryption. Use for preparing values before running a query.
| $field | string The name of the field | |
| $values | string|array The value or an array of values | |
| ApprecieModelBase | $instance |
Definition at line 651 of file ApprecieModelBase.php.
|
protected |
Converts bool true and false to RawValue(1 | 0) to overcome truncation issue when pdo sends a string. Operates on changed fields only. Called implicitly before update and create actions. Undone by calling unsetBitValues() also called implicitly after update or fetch
Definition at line 326 of file ApprecieModelBase.php.
|
protected |
Loops on set default fields, and sets them to ('default') rather than raw value. Default fields can be set through setDefaultFields() a default field is a field that will take a db defined default value on record creation.
Is called implicitly during create actions in beforeValidationOnCreate()
| bool | $onlyIfNull | Default true - only setup default fields to take a default value if currently no value |
Definition at line 310 of file ApprecieModelBase.php.
|
static |
useful for resolving an id or object to an actual Object.
In base form resolves if $param is an instance of this model, if so returns it, else checks if $param could be the id of this model, and will return the look up.
| $param | mixed|ApprecieModelBase an instance of a model or the id for a record of this model | |
| bool | $throw | |
| \Apprecie\Library\Model\ApprecieModelBase | null | $instance | If not provided a default of instance of get_called_class() will be used for model meta |
| InvalidArgumentException | |
| Phalcon |
Definition at line 682 of file ApprecieModelBase.php.
| setDefaultFields | ( | $default | ) |
Phalcon ORM will currently insist on values for db defaults that are not nullable, if you would rather specify an item to take the database assigned default on creation then pass the name of the field, or an array of such fields.
Call in onConstruct() and always call parent::onConstruct() or simply before create() save()
| string | array | $default | The fields or fields on this model that should assume db defaults on insert |
Definition at line 131 of file ApprecieModelBase.php.
| setEncryptedFields | ( | $encrypted | ) |
Set the fields of this model that should be encrypted. These fields will automatically undergo encryption before storage, and decryption after fetch.
See setEncryptionProvider() and getEncryptionKey()
| string | array | $encrypted | The field or fields in this model that should be encrypted |
Definition at line 147 of file ApprecieModelBase.php.
| setEncryptionProvider | ( | EncryptionProvider | $provider | ) |
Encryption for a model defaults to the facilities of the Encryption class which currently uses a MCRYPT_RIJNDAEL_256 cipher (AES 256) If this is appropriate then you are not required to give an explicit encryption provider.
These decisions should be made at model design time. DO NOT CHANGE ENCRYPTION PROVIDER WITH LIVE ENCRYPTED DATA
| EncryptionProvider | $provider | An instance of an EncryptionProvider |
Definition at line 180 of file ApprecieModelBase.php.
|
protected |
Returns RawValue() bit fields back into an actual int number 1 / 0 called implicitly after update or fetch
Definition at line 342 of file ApprecieModelBase.php.


Back to main page
Bartlett's test for equal variances
Tests if three or more samples have equal variances. Requires that the samples are independent and normally distributed. The
Shapiro-Wilk Expanded test
can be used to check if samples are normally distributed.
Tests the hypotheses:
H
0
The samples have equal variances
H
1
The sample variances are unequal
Data Entry
No samples:
Update
Sample A:
Sample B:
Sample C:
Significance level α
Upload CSV file:
Run Test
Clear
Test Result
Data Summary
Sample
N
Mean
Stdev
A
B
C
Result
Significance level α:
P-value:
Chi-square score:
Result:
Data Visualization


{% extends 'vc/basic.html'%} {% load static %} {%block title%}Mycourses{% endblock%} {%block title_extra%} {% endblock%} {%block css%} {% endblock%} {%block body%} My Courses Computer Network Computer network is a set of computers connected together for the purpose of sharing resources. Computer Network Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan Artificial Intelligence Ability of a digital compute to perform tasks commonly associated with intelligent beings. Artificial Intelligence Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan Database Collection of information, organized so that it can be easily accessed, managed and updated. Database Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan HCI Studies the design and use of computer technology, focused on the interfaces between people and computers HCI Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan Operating System Software that communicates with the hardware and allows other programs to run. It is comprised of system . Operating System Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan Computer Architecture Set of rules and methods that describe the functionality, organization, and implementation of computer systems.. Computer Architecture Credit Hours: - 3 Course Code: - BZ-230 Instructor: - Jawad Hasan {% endblock%}
Computer network is a set of computers connected together for the purpose of sharing resources.
Credit Hours: - 3
Course Code: - BZ-230
Instructor: - Jawad Hasan
Ability of a digital compute to perform tasks commonly associated with intelligent beings.
Collection of information, organized so that it can be easily accessed, managed and updated.
Studies the design and use of computer technology, focused on the interfaces between people and computers
Software that communicates with the hardware and allows other programs to run. It is comprised of system .
Set of rules and methods that describe the functionality, organization, and implementation of computer systems..


@(talk: Option[service.Talk], speakers:Seq[String], tags:Seq[String], dates:Seq[String], photos: Seq[service.Photo]) @layout.main(talk.map(t => t.title + " - " + t.speaker), "talks") {
| Homepage | @homepage |
| Meetup | http://www.meetup.com/scala-vienna/members/@id |
| Code | @code |
| Slides | @slides |
| Video | @video |
| Meetup Event | http://www.meetup.com/scala-vienna/events/@meetupEventId |


Steem Developer Portal
PY: Account Recovery
How to recover an account using Python.
Full, runnable src of Account Recovery can be downloaded as part of the PY tutorials repository.
In this tutorial we show you how to request account recovery for a user and also recover that account on the Steem blockchain using the beem-python library.
The recovery system is used to recover hacked accounts. In the event that you lose your password, your account is lost forever. You must know at least one old password that was used on your account within 30 days. This recovery process can only be executed once an hour. Stolen Account Recovery gives the rightful account owner 30 days to recover their account from the moment the thief changed their owner key.
Intro
There are two parties involved in recovering an account. The user that requires their account to be recovered, and the recovery account (or trustee) which is the account that created the username on the blockchain. For anyone creating their account through the main Steemit webiste, their recovery account would be Steemit.  The recovery account can be changed however to whichever user you require.
For this tutorial we are using the beem-python
library which contains the required functions to execute this recovery process. There are two main sections to this process. Firstly, there is the request_account_recovery
function where the owner is verified and the intent for account recovery is transmitted to the blockchain. The second part is the actual recover_account
process. Along with this we also create a complete set of new account keys (posting, active, owner and memo) in order for the account to function properly. If these keys are not generated you will receive an error when trying to log in with your new password: This password is bound to your account's owner key and can not be used to login to this site. However, you can use it to update your password to obtain a more secure set of keys
This tutorial runs on the live network so special care needs to be taken when running it.
The request_account_recovery
function has the following parameters:
- account to recover - The account name that wishes to be recovered
- recovery account - The trustee account / account owner that will recover the account
- new owner authority - The new owner PUBLIC key of the account to be recovered
- extensions - empty array
The recover_account
function has the following parameters:
- account_to_recover - The account name that wishes to be recovered
- new_owner_authority - The new owner PUBLIC key of the account to be recovered
- recent_owner_authority - The OLD owner PUBLIC key of the account to be recovered
- extensions - empty array
Steps
- App setup - Library install and import. Input user info and connection to production
- Owner key creation - Creation of new and old owner keys
- Recovery request operation and transmission - creation of data object, operation and transmission of recovery request function
- Account recovery and new account keys data objects - creation of new account keys and objects for account update and recovery
- Account recovery commit - transmit account recovery to blockchain
- Account update commit - transmit account key update to blockchain
1. App setup and connection
In this tutorial we use 1 packages:
beem
- beem-python library and interaction with Blockchain
We import the libraries for the application.
import beembase
from beem.account import Account
from beem import Steem
from beem.transactionbuilder import TransactionBuilder
from beemgraphenebase.account import PasswordKey
from beembase.objects import Permission
There are 5 inputs required. The account name to be recovered along with the old and new passwords. We also require the account name and private active key of the recovery account (account owner / trustee). For the first step in the process we initialize the steem class with the private key from the recovery account. The values are supplied via the terminal/console.
#capture user information
username = input('account to be recovered: ')
old_password = input('recent password for account: ')
new_password = input('new password for account: ')
recovery_account = input('account owner (recovery account): ')
recovery_account_private_key = input('account owner private ACTIVE key: ')
#connect to production server with active key
s = Steem(node=['https://api.steemit.com'], keys=[recovery_account_private_key])
The new password for the account to be recovered must be at least 32 characters long.
2. Owner key creation
Both new and old owner keys are generated from the passwords supplied in the first step. For a more in depth look at creating keys please refer to this tutorial on changing your password and keys.
#create new account owner keys
new_account_owner_private_key = PasswordKey(username, new_password, role='owner').get_private_key()
new_account_owner_private_key_string = str(new_account_owner_private_key)
new_account_owner_public_key = str(new_account_owner_private_key.pubkey)
#create old account owner keys
old_account_owner_private_key = PasswordKey(username, old_password, role='owner').get_private_key()
old_account_owner_private_key_string = str(old_account_owner_private_key)
old_account_owner_public_key = str(old_account_owner_private_key.pubkey)
The Steem blockchain knows the history of your account, and every owner key that has ever been used for it. When you enter your recent password, it uses that to generate an owner key that can match up to a previous owner public key on the account. Without that password and owner key, the recovery account can’t do anything to recover your account.
3. Recovery request operation and transmission
The new_owner_authority
containing the new public key is formatted in order to be used in the request_account_recovery
operation. Once the data object has been created, the operation is transmitted to the blockchain to confirm that the account in question is going to be recovered.
new_owner_authority = {
"key_auths": [
[new_account_owner_public_key, 1]
],
"account_auths": [],
"weight_threshold": 1
}
#recovery request data object creation
request_op_data = {
'account_to_recover': username,
'recovery_account': recovery_account,
'new_owner_authority': new_owner_authority,
'extensions': []
}
#recovery request operation creation
request_op = beembase.operations.Request_account_recovery(**request_op_data)
print('request_op_data')
print(request_op_data)
#recovery request broadcast
request_result = s.finalizeOp(request_op, recovery_account, "active")
print('request_result')
print(request_result)
4. Account recovery and new account keys data objects
The old owner key is formatted and the object for the account recovery function is created with the required parameters.
recent_owner_authority = {
"key_auths": [
[old_account_owner_public_key, 1]
],
"account_auths": [],
"weight_threshold": 1
}
op_recover_account_data = {
'account_to_recover': username,
'new_owner_authority': new_owner_authority,
'recent_owner_authority': recent_owner_authority,
'extensions': []
}
The object for the account key update operation is created with the relevant keys created in the correct format within the object.
op_account_update_data = {
"account": username,
"active": {
"key_auths": [
[str(PasswordKey(username, new_password, role='active').get_private_key().pubkey), 1]
],
"account_auths": [],
"weight_threshold": 1
},
"posting": {
"key_auths": [
[str(PasswordKey(username, new_password, role='posting').get_private_key().pubkey), 1]
],
"account_auths": [],
"weight_threshold": 1
},
"memo_key": str(PasswordKey(username, new_password, role='memo').get_private_key().pubkey),
"json_metadata": ""
}
5. Account recovery commit
The steem class is initialised once more but with the required WIF for this specific section. This is necessary when different keys are required at various steps. The recover_account
function is transmitted to the blockchain via the TransactionBuilder
operation in order to append the new private keys. The operation is then broadcast.
s = Steem(node=['https://api.steemit.com'], keys=[recovery_account_private_key])
op_recover_account = beembase.operations.Recover_account(**op_recover_account_data)
print('op_recover_account')
print(op_recover_account)
tb = TransactionBuilder()
tb.appendOps([op_recover_account])
tb.appendWif(str(old_account_owner_private_key))
tb.appendWif(str(new_account_owner_private_key))
tb.sign()
result = tb.broadcast()
print('result')
print(result)
6. Account update commit
The same basic process is followed as in the previous step. For this step however we require the new owner private key which is initialised in the steem class. The TransactionBuilder
operation is used once more for the transmission to the blockchain.
s = Steem(node=['https://api.steemit.com'], keys=[new_account_owner_private_key])
op_account_update = beembase.operations.Account_update(**op_account_update_data)
print('op_account_update')
print(op_account_update)
tb = TransactionBuilder()
tb.appendOps([op_account_update])
tb.appendWif(str(new_account_owner_private_key))
tb.sign()
result = tb.broadcast()
print('result')
print(result)
And that’s it!
To Run the tutorial
- review dev requirements
- clone this repo
cd tutorials/35_account_recovery
pip install -r requirements.txt
python index.py
- After a few moments, you should see a prompt for input in terminal screen.


Education & Training
We realize the importance of education in staying competitive in the salon and spa industry. New staff with experience must demonstrate their skills to our educators so we can confidently refer our clients to them. If there are areas where skills could use polishing, we provide training. For technicians who are new to the industry we have our Associate Training Program. Our staff also enjoys ongoing trend and technique training to keep them on the cutting edge.
Compensation
Our compensation system is designed to promote a team environment. It provides our staff members a guaranteed income and unlimited growth potential with monthly bonuses and scheduled reviews. The technician who most benefits from our compensation structure has the following characteristics…
- Excellent customer service and advanced communication skills
- Is willing to be trained and/or retrained on every aspect of providing service
- Will check their ego at the door and be part of a close knit team
Benefits
- Medical, Dental and Vision Insurance
- 401K plan with Profit Sharing
- Paid Time Off
- Paid Holidays
- Technical Education
Job Opportunities
ASSOCIATE: Licensed Cosmetologists, usually new to the industry. Associates attend training classes and assist stylists.
HAIR STYLIST: Stylists are placed into our Level system based on their experience and advanced training.
MANICURIST: We offer a full range of nail services but specialize in natural manicure and pedicure services.
ESTHETICIAN: Our Estheticians are trained in facial services, microdermabrasion, peels, waxing and make-up.
MASSAGE / SPA THERAPIST: Our therapists offer a variety of massage / spa services including, Deep Tissue Massage, Aromatherapy, Body Wraps etc.
RECEPTIONIST: The front line of the business! Receptionists greet clients and check clients out at the front desk, as well as scheduling appointments. This is a fast paced position for someone who is dedicated to providing excellent customer service.
STAFF SUPPORT TECHNICIAN: Supports the organization through a variety of tasks. Errands, mailings, inventory stock, laundry, etc.


The following is a list of compile dependencies for this project. These dependencies are required to compile and run the application:
| GroupId | ArtifactId | Version | Type | Licenses |
|---|---|---|---|---|
| org.slf4j | slf4j-api | 1.6.6 | jar | MIT License |
| org.slf4j | slf4j-log4j12 | 1.7.12 | jar | MIT License |
The following is a list of test dependencies for this project. These dependencies are only required to compile and run unit tests for the application:
| GroupId | ArtifactId | Version | Type | Licenses |
|---|---|---|---|---|
| junit | junit | 4.4 | jar | Common Public License Version 1.0 |
The following is a list of transitive dependencies for this project. Transitive dependencies are the dependencies of the project dependencies.
The following is a list of compile dependencies for this project. These dependencies are required to compile and run the application:
| GroupId | ArtifactId | Version | Type | Licenses |
|---|---|---|---|---|
| log4j | log4j | 1.2.17 | jar | The Apache Software License, Version 2.0 |
Unknown: Asteroids
MIT License: SLF4J API Module, SLF4J LOG4J-12 Binding
The Apache Software License, Version 2.0: Apache Log4j
Common Public License Version 1.0: JUnit
| Filename | Size | Entries | Classes | Packages | Java Version | Debug Information |
|---|---|---|---|---|---|---|
| junit-4.4.jar | 161.5 kB | 188 | 154 | 20 | 1.5 | Yes |
| log4j-1.2.17.jar | 489.9 kB | 353 | 314 | 21 | 1.4 | Yes |
| slf4j-api-1.6.6.jar | 26.2 kB | 34 | 23 | 3 | 1.3 | Yes |
| slf4j-log4j12-1.7.12.jar | 8.9 kB | 16 | 6 | 1 | 1.5 | Yes |
| Total | Size | Entries | Classes | Packages | Java Version | Debug Information |
| 4 | 686.4 kB | 591 | 497 | 45 | 1.5 | 4 |
| compile: 3 | compile: 524.9 kB | compile: 403 | compile: 343 | compile: 25 | - | compile: 3 |
| test: 1 | test: 161.5 kB | test: 188 | test: 154 | test: 20 | - | test: 1 |
| Repo ID | URL | Release | Snapshot | Blacklisted |
|---|---|---|---|---|
| maven2-repository.dev.java.net | http://download.java.net/maven/2/ | Yes | Yes | Yes |
| central | https://repo.maven.apache.org/maven2 | Yes | No | No |
Repository locations for each of the Dependencies.
| Artifact | central |
|---|---|
| junit:junit:jar:4.4 | |
| log4j:log4j:jar:1.2.17 | |
| org.slf4j:slf4j-api:jar:1.6.6 | |
| org.slf4j:slf4j-log4j12:jar:1.7.12 | |
| Total | central |
| 4 (compile: 3, test: 1) | 4 |


FlightSurety
Contract Operationl Status:
tbd
App Contact Balance:
tbd
Ether
Data Contact Balance:
tbd
Ether
Fund Airline
Name
Ethers
Register Airline
Register
By
Register Flight
Flight
Buy Insurance
Passanger
Flight
Ethers
Flight Status
Flight
Claim Insurance
Passanger
View Credit
Balances


Stacey Solomon shows off bargain Primark gifts for her family in sponsored post
Stacey Solomon showed her bargain buys off to her followers, revealing she spent a lot less than you might imagine on her family members
by Irishmirror.ieStacey Solomon seems to be having a thrifty Christmas as she's revealed she did her shopping in a bargain store.
The 30-year-old TV personality took to Instagram to show her followers her favourite buys from the budget shop.
But a small hashtag in some of the videos said #iworkwithprimark, meaning she was being paid to advertise their products to her followers.
Mum of three Stacey explained she started her Christmas shopping early because she "can't face shopping in December".
"I need to do it now or I'll never get it done", she added.
"The first shop I went into was Primark", she said.
"I am going to brand partnership these ones but that doesn't take away from the fact I genuinely shop in there and that's where I get most of my stuff."
Stacey is mum to Zachary, 11, Leighton, seven, and Rex, six months.
She explained that the older two prefer getting vouchers for Christmas, but she bought them some small stocking fillers and a Playstation controller alarm clock.
"So I won't have to wake them up any more!", she laughed.
Stacey bought some £3 Christmassy candle holders and a decorative wooden frame worth £6.
She also got matching Christmas pyjamas for the family including fluffy boot slippers that she lined up in a row for the photo.
For her nieces who are "Frozen obsessed", she got an Elsa jumper and some Frozen stamps, and some pyjamas.
Stacey also revealed she had bought her sisters Jemma and Samantha earrings from budget jewellers Warren James.
"They're all real silver but it's just so cheap", she said, having spent £9.99 altogether on her sisters.
She added that the shop charges for boxes, so she bought the gifts without a box and will recycle boxes she already owns.
The organised TV star also posted a photo of her to do list for Christmas gifts where she ticked off the people she had bought gifts for.
She credited the idea to Mrs Hinch, who advises her followers to keep an activity journal.
Stacey tuned into I'm a Celebrity last night and lamented her partner Joe Swash no longer presenting Extra Camp.
Instead of seeing her boyfriend's smiling face, Joel Dommett was joined by new presenters Emily Atack and Adam Thomas.
Taking to Twitter during the episode, she wrote with crying emojis: "Soooo wierd watching #ExtraCamp without you @realjoeswash."
Ever since he won I'm A Celebrity in 2008, Joe has presented the ITV2 spin-off show for the main programme.
But Joe is busy training for his appearance on Dancing On Ice ahead of its launch in January.


@(user: models.User,positions: List[models.Position], players: List[models.Player])
@main("PlayerDB",user) {
This is all the players in the Database
| Jersey Number |
Player Name |
GK |
Def |
Mid |
Atck |
Health |
Position |
@for(p <- players){
| @p.jerseyNum |
@p.playerName |
@p.gkVal |
@p.defVal |
@p.midFVal |
@p.attVal |
@p.health |
@p.position.position
|
|
}
}


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Provide a next-generation travel experience for today’s digitally savvy guests.
Provide a next-generation travel experience for today’s digitally savvy guests.
Live #CiscoChat on April 26, 10 AM PT/1 PM ET, hosted by @CiscoFSI and Forrester.
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I am running a TDC calculation on benzene, trying to get the transition density on a grid of points.
My code executes successfully log file, and says it prints a .cube file, but no .cube file is produced (civecs and movecs files exist with the correct names).
However, while this silently fails on benzene, it succeeds on other small molecules like urea and alanine, with the exact same nw file.
dplot
vectors benzene_TDC_29.movecs
civecs benzene_TDC_29.civecs_singlet
root 1
limitxyz
-7.6 6.4 71
-5.8 6.2 61
-9.2 5.2 72
gaussian
output benzene_TDC_29_root1.cube
end
NWChem Input Module
-------------------
Limits (a.u.) specified for the density plot:
---------------------------------------------
From To # of spacings
X -14.36192 12.09425 71
Y -10.96041 11.71630 61
Z -17.38548 9.82658 72
Total number of grid points = 325872
1-st set of MOs : benzene_TDC_29.movecs
CIVECS file : benzene_TDC_29.civecs_singlet
Output is written to : benzene_TDC_29_root2.cube
Type of picture : CHARGE DENSITY
Format used : Gaussian9x Cube
Spin : TOTAL
The density is computed using all orbitals
The density is computed on the specified grid
Root: 2
*** tmom(2)***: -0.14486905029922717
*** tmom(3)***: 0.24651580880316629
*** tmom(4)***: 5.5080313350135503E-002
max element 6.0011393754093471E-002
Sum of elements = 0.00230
Integration volume = 0.05235
Integrated Charge = 0.00012
Task times cpu: 0.4s wall: 1.8s
NWChem Input Module
-------------------
Summary of allocated global arrays
-----------------------------------
No active global arrays
GA Statistics for process 0
------------------------------
Also, a separate question:
I wish to calculate the transition density cube manually, to compare with nwchem. To do this, I need to compute the explicit transition orbital function. The debug print command lets me get the coefficients to the atomic orbital functions, so I can use the published expressions for the basis functions to manually compute the AOs. I can then compute the MOs if I have the MOs in terms of the AOs, and then use the transition density matrix and the occupied->virtual transitions for each root to calculate the transition density.
However, I'm having a problem computing the MOs in terms of the AOs. Print debug in tddft prints MO vectors 6-33 of 36 in terms of the atomic orbitals, but doesn't print 1-5 or 34-36. I'm also having problems compiling mov2asc to get them from the .movecs file (undefined reference to ma_init__; libma.a file not produced when compiling tools). What is the best way to get the missing MOs?
DFT Final Molecular Orbital Analysis
------------------------------------
Vector 6 Occ=2.000000D+00 E=-9.932632D+00
MO Center= -2.5D-01, -3.8D-01, -2.6D+00, r^2= 2.8D-02
Bfn. Coefficient Atom+Function Bfn. Coefficient Atom+Function
----- ------------ --------------- ----- ------------ ---------------
19 0.991232 7 C s
Vector 7 Occ=2.000000D+00 E=-7.975795D-01
MO Center= -2.3D-01, 2.1D-01, -9.5D-01, r^2= 2.3D+00
Bfn. Coefficient Atom+Function Bfn. Coefficient Atom+Function
----- ------------ --------------- ----- ------------ ---------------
3 0.314196 2 C s 32 0.299189 11 C s
8 0.294147 3 C s 14 0.258416 5 C s
26 0.240243 9 C s 20 0.183374 7 C s
Vector 8 Occ=2.000000D+00 E=-7.043076D-01
MO Center= -2.4D-01, 1.1D-01, -1.2D+00, r^2= 3.2D+00
Bfn. Coefficient Atom+Function Bfn. Coefficient Atom+Function
----- ------------ --------------- ----- ------------ ---------------
32 -0.362863 11 C s 14 0.357271 5 C s
26 -0.334599 9 C s 8 0.321964 3 C s
|


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Get functionsUse Get functions in scripts for error checking and prevention, or to capture information about the status of a database file or elements in it, or an action being performed.Many Get functions return information that changes on a regular basis. For example, when the Get(CurrentTime) function is placed in a stored calculation field, the time will only update when a new record is created. If the calculation has other fields in it, but the calculation result still returns the current time, then the stored calculation result will only update when those other fields have been modified in the current record. If either of these calculations are unstored, the time will update as needed. For performance reasons, making a calculation field unstored is not always the best idea. Get functions are best used in a script where the status information from a Get function is up-to-date at the moment that the calculation is run.To access the list of Get functions, in the Specify Calculation dialog box, choose View all functions by type or View Get functions. When you choose View all functions by name, you see only Get(flag).Note For information on how functions evaluate differently on the host versus the client, search the FileMaker Knowledge Base available at http://help.filemaker.com.
A list of keywords for the enabled extended privileges, separated by carriage returns. The list that is returned is based on the account used to open the database file. The name of the privilege set that is being used by the account used to open the database file. The contents of the field that has the focus. The name of the table that contains the active field (the field that has the focus). The number of the portal row containing the focus. A number representing the active repetition of a repeating field (the repetition that has the focus). A Boolean value representing the state of Error capture script step. The name of the current high contrast default color scheme if Use High Contrast is selected in the Windows operating system Accessibility Options dialog box. A Boolean value representing the state of the Use High Contrast checkbox on the Accessibility Options dialog box. The registered name of the computer that is hosting the database file. A string that shows the error state published by ODBC standards, based on ISO/IEF standards. A number corresponding to the layout access privileges assigned through the Manage Security dialog box. The total number of layouts in the database file. The name of the network protocol that FileMaker Pro is using on this machine. A Boolean value representing the state of the Omit checkbox in Find mode. A number representing whether the status toolbar is hidden, visible, visible and locked, or hidden and locked. The IP addresses of all the machines connected to a NIC (Network Interface Controller) card. The index number and object name of the tab panel or slide panel to be switched from when the OnPanelSwitch script trigger is activated. Details about the gesture that activated an OnGestureTap script trigger. The index number and object name of the tab panel or slide panel to be switched to when the OnPanelSwitch script trigger is activated. The name of the FileMaker Pro user, as specified in the General tab of the Preferences dialog box. A Boolean value representing the state of the Use System Formats menu command. A number representing whether FileMaker Pro is in Browse mode, Find mode, Preview mode, or printing when the function is evaluated. This script uses the function Get(CurrentDate) to check each record in the found set to see if an account is past due. If an account is past due, the script shows a message and prompts the user to click a button labeled Ignore, Send Letter, or Send Mail (set up through the Show Custom Dialog script step). The script captures the user's response using Get(LastMessageChoice). Then, based on the user's response, the script performs an action: it cancels the rest of the script, prints a "payment is late" letter, or sends email to the associated account.


Detach&Catch was created for the collection of ringpulls (the tab you pull when opening a can). People have to take the ringpull of the can, drop it into the catching tray and drop the can down the chute for easy ringpull and can collection. The
idea for it came from a teacher at school and he gave me a basic look that he wanted for it, and I improved to make it for suitable for its purpose.
I made 6 of these can chutes to be placed around school for students to use.
Our school collects ringpulls to send to Purple Community Fund (PCF) in the Phillipines. PCF supports families and individuals who live in dumpsites and teaches them life skills so that they can sustain themselves. Among many projects, their ringpull
product collection is one of their biggest, so our school supports them (apart from fundraisers) by sending over ringpulls for them to upcycle into bags, bracelets, accessories and many more.
Well at first this project was all 'Boo-yah, this is going great.' And it was like that until the second print.
Damn.
Then I was on a roll. Of running into problems.
Fun.
Here are the main problems I had and how I solved them:
For this project in particular, I didn't have as much creative control as I did in the 'Unfolding', as it was really more of a 'I design what the person wants' sort of thing. The first image that you see in the sketches section, is what Mr Thorpe
gave me (the teacher in charge of the project), and from there I wanted to clarify what he meant (the second image). He explained how he wanted it to be in a video he sent me, and I then went on to create a very basic 3D sketch of the chute (the
third image). Obviously that was not going to be the final product, so I refined it and put in like a million fillets.
However, our biggest concern with the design was how much it was going to cost. As we needed to make 6 of them, straight up printing them was costly, as it quite heavy in itself being such a big product. And that was when I found out about this
magical little feature called: INFILL! Oh the marvel! When my brother first told me about it, I was like whoa, that's so cool, I had no idea that a printer could do that! So I messed around with the settings on Cura, so that I could reduce the
weight of the chute until it came out to a reasonable price. But it was still turning out to be really heavy and expensive. So I had to come up with some other ideas. The list below is a combination of my ideas and ones inspired from my mum, brother
and Mrs Sellers - the design teacher at my school.


Git Colloaboration with buddy Mike
- Erstelle ein neues Repository
- Füge deinen Kollegen hinzu
- Clone Repository
- Edit index.html
- Push edits
- Buddy Mike pulls Repository
- Mike pushes his changes on index.html
- Mike gets a conflict
- Mike resolves conflict
- Mike commits changes
- Mike pushes changes


ARDIF Converter
Sender
{{sender}}
Recipient
{{recipient}}
Date
{{date}} UTC
Title
{{title}}
Comment
{{comment}}
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Home


Mirroring Administration
Mirroring is a function that can be used
to mirror content from one Web site to another. EPiServer
can be used to mirror selected parts or all of a Web site.
Mirroring can run automatically, or you can start it
manually. You can also mirror from one EPiServer to another
EPiServer. This can be very useful if you wish to create
large sections in a test environment and then publish all
the information at once on the public section. Another
useful function: create a HTML-based Web site using your
dynamic EPiServer, which can be extremely good for
archiving.
A mirror from one Web site to another is
built up through channels on the Web site that transmits
information. It is also possible to define several channels.
Each channel consists of a number of settings for the pages
that are to be mirrored and, of these, the types of page to
be included. One of a channelís most important properties is
the kind of a channel it is:
-
Tree
- This function finds all changes made in the tree. It finds pages that have
been moved, erased, updated or created. The function finds all the changes from
the root page down in the structure. This function is primarily used to mirror
an exact tree structure. In this case, a page deleted on one Web site must also
be deleted on the other.
-
List
- This function works like Tree, except it does not include changes below the
first level.
-
Search - This function finds changed and new pages. It is useful when
you wish to mirror news from one Web site to another.
How to: Create a channel
-
Click the Config tab and then Mirroring Administration.
-
Click
Create.
-
Enter a name for the channel in the
Name
field.
-
Choose a page, from where you wish to publish the structure in the
Start
page
field. The page must contain pages or subfolders.
-
Select the type of mirroring that is to be in the
Mirror type
field: Tree, List or Search.
-
If you want the changes to be automatically approved, select the Approve
changes automatically
check box.
-
Select Include the start page
if the changes should also apply to the start page.
-
Select to either mirror the information as an anonymous user or specify a user
name and password.
-
Click Save.
When you have saved the settings for the channel, you must create the
destination depending on the information and output that you want to create.
The instructions below outline how to mirror content to a remote EPiServer
site, HTML and XML.

-
Click Create
destination. Select "EPiServer" in the
Select destination type box and click
OK.
-
Enter a name for the destination in the
Name field. Choose
your second EPiServer site in the
Remote site
box. (Contact your system administrator if a remote site is not available.)
-
Choose a page at the remote site and enter the page's ID in the
Root page
on destination
field.
-
Click
Save.
-
Go to Edit mode, open the Action Window and click
Approve mirroring updates.
A list of updated channels appears and your channel is listed with the amount
of updated pages in parentheses. Click your channel.
-
The pages to be updated are listed and a Publish button appears at the
bottom. Click
Publish.
-
Click Mirroring Administration on the Config tab in Admin mode. A list of
queued jobs is listed under the channel
Queue Length
(If the scheduled service already executed it will say 0).
-
If the scheduled service does not run, click Mirroring Service under the Admin
tab and click
Start Manually.
How to: Create a destination and publish pages to HTML
-
Create a channel according to the instructions in How
to: Create a channel in your demo site.
-
Click Create destination. Select "HTML" in the Select
destination type box and click OK.
-
Enter a name for your destination in the Name
field.
-
Create a directory in your file system where you want the HTML pages to be
published. Enter the name of the directory in the Target directory on the
server
field, e.g. C:\episerverhtml.
-
The Relative root path
field contains the prefix for all the links. For example, enter
"/episerverhtml/" in this field if you have selected C:\episerverhtml as the
root directory and you are to run the remote site from your hard drive.
-
Change the Default name for files
field if you want your HTML files to have an alternative name as default.
-
The Use the following property for folder names
field defines the property that controls the name of the folder.
-
If Verify check sum for all pages every time
is selected, all the pages are downloaded every time a change is discovered on
a page. One page can change many pages in listings, site maps, etc. Mirroring
is speeded up if you do not need this function.
-
Select the Do not include file name in links
check box if you will be running the HTML site from a CD or hard drive and want
to include the file name, e.g. Default.htm, in links. If you will be running
the site online, it is usually preferable to only use the folder name for links
and configure Default.htm as the default document in the Internet
Information Services (IIS).
-
It is possible to require that certain properties apply to certain channels.
Select the Apply channel filters on templates
check box if you want to activate that listings and the menu tree are
filtered in the same way when HTML is downloaded from a page.
-
Click Save
.
-
Go to Edit mode, open the Action Window and click Approve mirroring updates.
A list of updated channels appears and your channel is listed with the amount
of updated pages in parentheses. Click your channel.
-
The pages to be updated are listed and a Publish button appears at the
bottom. Click Publish.
-
Click Mirroring Administration on the Config tab in Admin mode. A list of
queued jobs is listed under the channel Queue Length
(If the scheduled service already executed it will say 0).
-
If the scheduled service does not run, click Mirroring Service under the Admin
tab and click Start Manually.
How to: Create a destination and publish pages to XML
-
Create a channel according to the instructions in How
to: Create a channel in your demo site.
-
Click Create destination. Select "XML" in the Select
destination type box and click OK.
-
Enter a name for your destination in the Name
field.
-
Create a directory in your file system where you want the XML pages
to be published. Enter the name of the directory in the Target directory on
the server
field, e.g. C:\episerverxml.
-
Create a file called template.xsl under your target directory. Fill the file
with relevant text. (An example template.xsl can be found in white paper
Setting Up EPiServer for Demo.) Enter the path to your XSL file in the Path
to XSL template
field, e.g. C:\episerverxml\template.xsl.
-
Change the Default name for files
field if you want your XML files to have an alternative name as default.
-
The Use the following property for folder names
field defines the property that controls the name of the folder.
-
Select the Do not include file name in links
check box if you will be running the HTML site from a CD or hard drive and want
to include the file name, e.g. Default.htm, in links. If you will be running
the site online, it is usually preferable to only use the folder name for links
and configure Default.htm as the default document in the Internet
Information Services (IIS).
-
Click Save.
-
Go to Edit mode, open the Action Window and click Approve mirroring updates.
A list of updated channels appears and your channel is listed with the amount
of updated pages in parentheses. Click your channel.
-
The pages to be updated are listed and a Publish button appears at the
bottom. Click Publish.
-
Click Mirroring Administration on the Config tab in Admin mode. A list of
queued jobs is listed under the channel Queue Length
(If the scheduled service already executed it will say 0).
-
If the scheduled service does not run, click Mirroring Service under the Admin
tab and click Start Manually.
|


(64-bit version only) Transfers control from the current coroutine back to the caller (when the
sym
tag is not given), or to some other coroutine (specified by
sym
) to continue execution at the point where that coroutine had
called yield
before. In the first case, the value any
will be returned from the corresponding co
call, in the second case it will be the return
value of that yield
call. See also stack
, catch
and throw
.
: (co "rt1" # Start first routine
(msg (yield 1) " in rt1 from rt2") # Return '1', wait for value from "rt2"
7 ) # Then return '7'
-> 1
: (co "rt2" # Start second routine
(yield 2 "rt1") ) # Send '2' to "rt1"
2 in rt1 from rt2
-> 7


Created by Hakim El Hattab and contributors
reveal.js enables you to create beautiful interactive slide decks using HTML. This presentation will show you examples of what it can do.


Guidance
Information about the process independent special providers need to follow to be considered for entry onto the list of approved institutions.
Section 41 of the Children and Families Act 2014 allows the Secretary of State to publish a list of approved independent educational institutions, independent schools and special post-16 institutions.
The guide provides information for the approval of independent special schools ( England and Wales ) and specialist post-16 institutions applying for inclusion on the list of approved independent special institutions. Institutions must be able to provide evidence and demonstrate they meet the criteria listed within the guidance. It also sets out the timescales and information required to complete the application form.
The guide is for those institutions wishing to be included on the list who are defined as:
The online application form can be accessed on GOV.UK
Published: 4 April 2014
Updated: 29 April 2016
From: Education Funding Agency
Part of: Further education and training


GSF requires you to provide a lexer for your language. The lexer should implement the NetBeans Lexer API. In addition, you have to register the lexer, as well as color definitions. (I'd like to remove the need for this part by having GSF do it for you). See the registration section for details on this.
Writing a lexer using the NetBeans lexing API is pretty easy. There is already quite a bit of documentation for the lexer itself, so I won't repeat any of that here. However, GSF is often used to wrap languages with existing lexers and parsers which I'll get into next.
If you are trying to add language support for a popular language, changes are you already have a lexer for it - and you don't want to write one from scratch. After all, if you're trying to support say Groovy, why duplicate the Groovy compiler's lexer and risk making mistakes such that your IDE support doesn't 100% correctly handle exactly the same keywords, commenting rules etc. as the language? For the Ruby support in NetBeans, I'm using the JRuby lexer. It turns out lexing Ruby is pretty tricky - you should take a look at their lexer!
If you are wrapping an existing lexer there are two things you need to worry about. One of them is easy, the other one probably hard:
/*
to start a comment, it will
immediately relex the rest of the screen to reflect that
it's all a big comment now.
If you want code inspiration, the RubyLexer in the
ruby
module and the
JsLexer in the javascript.editing
module have examples
of this was done for Ruby and JavaScript.
In addition to providing your Lexer language from your language configuration object (as described in the registration document), you should probably also register the lexer language with NetBeans. This will allow language embedding to work more naturally because NetBeans (not just GSF) can locate the lexer language for a given mime type, which is used in langauge embedding scenarios. Yes, there is a redundancy here that both GSF and the editor need you to register the Lexer language. Either GSF should read the information directly from the editor's location, or GSF should automatically register the lexer language on your behalf in the editor's location. I'll look into fixing this. But for now, add the following registration in the Editors/mimetype folder:
<folder name="Editors"> <folder name="text"> <folder name="x-ruby"> ... <file name="language.instance"> <attr name="instanceCreate" methodvalue="org.netbeans.modules.ruby.lexer.RubyTokenId.language"/> <attr name="instanceOf" stringvalue="org.netbeans.api.lexer.Language"/> </file> </folder> </folder>So note that
language.instance
here is under the Editors
folder,
and refers to a Lexer Language,
whereas the language configuration object, also in language.instance
file,
is under the GsfPlugins
folder, and refers to a GsfLanguage object.
You can also register color definitions (as well as color registrations) for arbitrary
TokenIds
that your lexer is creating. Usually you'll probably want to
just inherit as many colors from the defaults as possible, to leave color and font
management up to the defaults supplied by the various themes.
To register colors for the default theme, use a registration like this:
<folder name="Editors"> <folder name="text"> <folder name="x-ruby"> ... <folder name="FontsColors"> <folder name="NetBeans"> <folder name="Defaults"> <file name="coloring.xml" url="fontsColors.xml"> <attr name="SystemFileSystem.localizingBundle" stringvalue="org.netbeans.modules.ruby.Bundle"/> </file> </folder> </folder> </folder> </folder> </folder> </folder>Here, we are referencing two other files. First, a
fontsColors.xml
file, which supplies
a set of color definitions for our token types:
<fontcolor name="STRING_LITERAL" default="string"/> <fontcolor name="DOUBLE_LITERAL" default="number"/> <fontcolor name="BLOCK_COMMENT" default="comment"/> <fontcolor name="DOCUMENTATION" default="comment"/> <fontcolor name="LONG_LITERAL" default="number"/> <fontcolor name="REGEXP_LITERAL" foreColor="9933CC"/> <fontcolor name="ERROR" default="error"/> ...Here,
STRING_LITERAL
is the enum-name of the TokenId
corresponding
to a String literal, and so on. As you can see, in most cases we are just referring
to logical styles like string
, number
, and so on. In the
case of regular expressions, there isn't a builtin type for that, so we specify
a custom color. The editor plans to provide a larger set of builtin definitions
such that you shouldn't have to do this.
Second, the color registration mentioned a particular Bundle.properties
file,
where the color definitions can be named. This is used for the Fonts & Colors options
dialog, where users get to click on the logical names of style definitions and
customize them. In your Bundle.properties
file, you need something
like this:
STRING_LITERAL=String DOUBLE_LITERAL=Double BLOCK_COMMENT=Block Comment STRING_TEXT=String QUOTED_STRING_LITERAL=Quoted String LONG_LITERAL=Long STRING_ESCAPE=String Escape DOCUMENTATION=Documentation ...


SML Facebook Place Study
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Sign in
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Login to the app
3
Submit places
Share Places


Chapter 1 LM and GLM
Before moving to LMM, I would like to review LM and GLM first.
1.1 LM
\[Y|X \sim N(\mu(X),\sigma^2 I)\]
\[E(Y|X)=\mu(X)=X^T \beta\]
where,
\(\mu(X): random component\)
\(X^T \beta: covariates\)
1.2 GLM-Definition
\[Y \sim exponential family\] Link function
\[g(\mu(X))=X^T \beta\]
1.3 GLM-log link example
\[\mu_i = \gamma e^{\delta t_i}\] Link function is log link, and it becomes:
\[log(\mu_i) = log(\gamma) + log(\delta t_i)=\beta_0+\beta_1 t_i\] (This is somehow similar to Poisson distribution.)
1.4 GLM-Reciprocal link:
\[\mu_i=\frac{\alpha x_i}{h+x_i}\]
Reciprocal link:
\[g(\mu_i)=\frac{1}{\mu_i}=\frac{1}{\alpha}+\frac{h}{\alpha}\frac{1}{x_i}=\beta_0+\beta_1 \frac{1}{x_i}\]
1.5 GLM-exponential family:
In a more general sense, for exponential family:
\[\begin{aligned} P_{\theta}(X)=P(X, \theta)&= e^{\sum \eta_i(\theta)T_i(X)} C(\theta)h(x)\\ &=e^{\sum \eta_i(\theta)T_i(X)} e^{-log(\frac{1}{c(\theta)})}h(x) \\ &= e^{\sum \eta_i(\theta)T_i(X)-log(\frac{1}{c(\theta)})} h(x) \\&= e^{\sum \eta_i(\theta)T_i(X)-B(\theta)} h(x) \end{aligned}\] Normal distribution
For normal distributions, it belongs to exponential family.
\[\begin{aligned} P_{\theta}(X) &= \frac{1}{\sigma\sqrt{2\pi}} e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}}\\ &=e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}} e^{log(\frac{1}{\sigma\sqrt{2\pi}})} \\ &= e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}-log (\sigma\sqrt{2\pi})} \\ &= e^{-\frac{1}{2\sigma^2}x^2-\frac{1}{2\sigma^2} \mu^2+\frac{x\mu}{\sigma^2}-log(\sqrt{2\pi}\sigma)}\\ &=e^{-\frac{1}{2\sigma^2}x^2+\frac{x\mu}{\sigma^2}-(\frac{1}{2\sigma^2} \mu^2+log(\sqrt{2\pi}\sigma))} \end{aligned}\] Where,
\(\eta_1 =-\frac{1}{2\sigma^2}\) and \(T_1(x)=x^2\)
\(\eta_2 =-\frac{\mu}{\sigma^2}\) and \(T_2(x)=x\)
\(B(\theta)=\frac{1}{2\sigma^2} \mu^2+log(\sqrt{2\pi}\sigma)\)
\(h(x)=1\)
In the case above, \(\theta=(\mu, \sigma^2)\). If \(\sigma^2\) is known, \(\theta=\mu\). In this case, we can rewrite the normal pdf as follows.
\[\begin{aligned} P_{\theta}(X) &=e^{-\frac{1}{2\sigma^2}x^2-\frac{1}{2\sigma^2} \mu^2+\frac{x\mu}{\sigma^2}-log(\sqrt{2\pi}\sigma)}\\ &=e^{\frac{x\mu}{\sigma^2}-\frac{1}{2\sigma^2} \mu^2}e^{-\frac{1}{2\sigma^2}x^2-log(\sqrt{2\pi}\sigma)} \end{aligned}\] Where,
\(\eta_1 =-\frac{\mu}{\sigma^2}\) and \(T_1(x)=x\)
\(B(\theta)=\frac{1}{2\sigma^2} \mu^2\)
\(\begin{aligned} h(x) &=e^{-\frac{1}{2\sigma^2}x^2-log(\sqrt{2\pi}\sigma)} \\&=\frac{1}{\sigma\sqrt{2\pi}}e^{-\frac{1}{2}\frac{x^2}{\sigma^2}} \end{aligned}\)
Thus, we can see that \(h(x)\) is a normal pdf \(\sim N(0, \sigma^2)\).
Bernoulli
Another example, \(x\) is descrete. For example, Bernoulli:
\[ \begin{aligned} &= p^x(1-p)^{1-x} \\ &=e^{log(p^x(1-p)^{1-x})} \\ &= e^{xlog(p)+(1-x)log(1-p)}\\ &= e^{xlog(p)-xlog(1-p)+log(1-p)}\\ &=e^{xlog(\frac{p}{1-p})+log(1-p)} \end{aligned}\]
Where,
\(\eta_1 =log(\frac{p}{1-p})\) and \(T_1(x)=x\)
\(B(\theta)=log(\frac{1}{1-p})\)
\(h(x) =1\)
1.6 Canonical exponential family
Canonical exponential family:
\[f_{\theta}(x)=e^{\frac{x\theta-b(\theta)}{\phi}+c(x,\phi)}\] where, \(b(.)\) and \(c(.,.)\) are known.
Normal distribution
Again, use the normal pdf:
\[\begin{aligned} P_{\theta}(X) &= \frac{1}{\sigma\sqrt{2\pi}} e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}}\\ &=e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}} e^{log(\frac{1}{\sigma\sqrt{2\pi}})} \\ &= e^{-\frac{1}{2}\frac{(x-\mu)^2}{\sigma^2}-log (\sigma\sqrt{2\pi})} \\ &= e^{-\frac{1}{2\sigma^2}x^2-\frac{1}{2\sigma^2} \mu^2+\frac{x\mu}{\sigma^2}-log(\sqrt{2\pi}\sigma)}\\ &= e^{\frac{x\mu}{\sigma^2}-\frac{\mu^2}{2\sigma^2}+(-\frac{1}{2\sigma^2}x^2-log(\sqrt{2\pi}\sigma)) } \\ &=e^{\frac{x\mu-\frac{1}{2}\mu^2}{\sigma^2}+(-\frac{1}{2\sigma^2}x^2-log(\sqrt{2\pi}\sigma)) } \end{aligned}\]
Where (we assume \(\sigma^2\) is known.),
\(\theta=\mu\)
\(\phi =\sigma^2\)
\(b(\theta)=\frac{1}{2}\theta^2\)
\(\begin{aligned} c(x, \phi) &=-\frac{1}{2\sigma^2}x^2-log(\sqrt{2\pi}\sigma) \\ &=-\frac{1}{2\sigma^2}x^2-\frac{1}{2}log(2\pi\sigma^2) \\ &=-\frac{1}{2}(\frac{x^2}{\sigma^2}+log(2\pi\sigma^2)) \\ &=-\frac{1}{2}(\frac{x^2}{\phi}+log(2\pi \phi)) \end{aligned}\)
1.7 Canonical exponential family - Expected value and variance
First derivative
Canonical exponential family:
\[f_{\theta}(x)=e^{\frac{x\theta-b(\theta)}{\phi}+c(x,\phi)}\]
log likelihood (only one observation) \[log f_{\theta}(x)\]
\[\begin{aligned} E[\frac{\partial (logf_{\theta}(X))}{\partial \theta} ] &=E[\frac{\frac{\partial f_{\theta}(X)}{\partial \theta}}{f_{\theta}(X)}] \\ &= \int \frac{\frac{\partial f_{\theta}(X)}{\partial \theta}}{f_{\theta}(X)} f_{\theta}(X) dx \\ &= \int \frac{\partial f_{\theta}(X)}{\partial \theta} dx \\ &= \frac{\partial}{\partial \theta} \int f_{\theta}(X)dx \\ &= \frac{\partial 1}{\partial \theta} \\ &=0 \end{aligned}\] Second derivative
Second derivative
\[\begin{aligned} E[\frac{\partial^2 (logf_{\theta}(X))}{\partial \theta^2} ] &=E[ \frac{\partial}{\partial \theta}(\frac{\frac{\partial f_{\theta}(X)}{\partial \theta}}{f_{\theta}(X)})] \\ &=E[\frac{\frac{\partial^2 f_{\theta}(X)}{\partial \theta^2}f_{\theta}(X)-(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f^2_{\theta}(X)}] \\ &= \int \frac{\frac{\partial^2 f_{\theta}(X)}{\partial \theta^2}f_{\theta}(X)-(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f_{\theta}(X)}dx \\ &=\int (\frac{\partial^2 f_{\theta}(X)}{\partial \theta^2} - \frac{(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f_{\theta}(X)})dx \\ &= \int \frac{\partial^2 f_{\theta}(X)}{\partial \theta^2} dx -\int \frac{(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f_{\theta}(X)}dx \\ &=\frac{\partial^2}{\partial \theta^2}\int f_{\theta}(X) dx -\int \frac{(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f_{\theta}(X)}dx \\ &=0-\int \frac{(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{f_{\theta}(X)}dx \\ &=0-\int \frac{(\frac{\partial f_{\theta}(X)}{\partial \theta})^2}{(f_{\theta}(X))^2}f_{\theta}(x)dx \\ &= - E[(\frac{\frac{\partial f_{\theta}(X)}{\partial \theta}}{f_{\theta}(X)})^2]\\ &= -E[(\frac{\partial (logf_{\theta}(X))}{\partial \theta})^2] \end{aligned}\]
Based on the first derivative, we can get:
\[log(f_{\theta}(X))=\frac{X\theta-b(\theta)}{\phi}+c(X,\phi)\] \[E[\frac{\partial (log(f_{\theta}(X)))}{\partial \theta}]= E[\frac{X-b^{'}(\theta)}{\phi}]=\frac{E(X)-b^{'}(\theta)}{\phi}=0\] Thus, we can get,
\[E(X)=b^{'}(\theta)\]
For second derivative, from the calculation above, we know that,
\[\begin{aligned} E[\frac{\partial^2 (logf_{\theta}(X))}{\partial \theta^2}]&=-E[(\frac{\partial (logf_{\theta}(X))}{\partial \theta})^2] \\ &= -E[(\frac{X-b^{'}(\theta)}{\phi})^2]\\ &=-E[(\frac{X-E(X)}{\phi})^2] \\ &= -\frac{Var(X)}{\phi^2}\end{aligned}\]
At the same time, \[\begin{aligned} E[\frac{\partial^2 (logf_{\theta}(X))}{\partial \theta^2}]&=E[\frac{\partial (\frac{X-b^{'}(\theta)}{\phi})}{\partial \theta}] \\ &= E[-\frac{b^{''}(\theta)}{\phi}]\\ &= - \frac{b^{''}(\theta)}{\phi} \end{aligned}\] Thus,
\[Var(X)=b^{''}(\theta) \phi\]
1.8 Expected value and variance - Possion Example
Example of possion distribution
\[P(\lambda)=\frac{\lambda^k e^{-\lambda}}{k!}\]
If we put \(k\) as \(y\), and \(\lambda\) as \(\mu\), we can get:
\[P(\mu)=\frac{\mu^y e^{-\mu}}{y!}\] Compare to,
\[f_{\theta}(y)=e^{\frac{y\theta-b(\theta)}{\phi}+c(y,\phi)}\]
We can write it as the exponential format:
\[\begin{aligned} P(\mu) &=\frac{\mu^y e^{-\mu}}{y!} \\ &= e^{log(\mu^y)+log(e^{-\mu})-log(y!)} \\ &= e^{ylog(\mu)-\mu-log(y!)}\end{aligned}\]
We thus know that \(\theta=log(\mu)\). We can contintue to write the equation above as follows.
\[=e^{y\theta-e^{\theta}-log(y!)}\]
Thus, we can get:
\[E(X)=\frac{\partial (e^{\theta})}{\partial \theta}=e^{\theta}=\mu\] \[Var(X)=\frac{\partial^{''} (e^{\theta})}{\partial \theta^2} \phi=\frac{\partial^{''} (e^{\theta})}{\partial \theta^2}=\mu\]
1.9 Canonical link
A link functin can link \(X^T \beta\) to the mean \(\mu\).
That is,
\[g(\mu)=X^T \beta \rightarrow \mu = g^{-1}(X^T \beta)\] We know that
\[\mu = b^{'}(\theta)\]
Thus,
\[ b^{'}(\theta)=g^{-1}(X^T \beta)\] Thus,
\[g=b^{' -1}(\theta)\]
1.10 Canonical link - Bernoulli
PMF of Bernoulli:
\[ \begin{aligned} &= p^y(1-p)^{1-y} \\ &=e^{log(p^y(1-p)^{1-y})} \\ &= e^{ylog(p)+(1-y)log(1-p)}\\ &= e^{ylog(p)-ylog(1-p)+log(1-p)}\\ &=e^{ylog(\frac{p}{1-p})+log(1-p)} \end{aligned} \] Copared to the following:
\[f_{\theta}(y)=e^{\frac{y\theta-b(\theta)}{\phi}+c(y,\phi)}\] We need to change the format of Bernoulli:
\[\theta= log \frac{p}{1-p}\] Thus, \[e^{\theta}=\frac{p}{1-p} \rightarrow p=\frac{e^{\theta}}{1+e^{\theta}} \] After that, we can contintue the Bernoulli:
\[\begin{aligned} &= e^{y\theta+log(1-\frac{e^{\theta}}{1+e^{\theta}})} \\ &=e^{y\theta+log(\frac{1}{1+e^{\theta}})} \\ &=e^{y\theta-log(1+e^{\theta})} \end{aligned}\]
Where,
\[b(\theta)=log(1+e^{\theta})\]
We can then try to calculate the derivative:
\[b^{'}(\theta)=\frac{\partial (log(1+e^{\theta}))}{\partial \theta}=\frac{e^{\theta}}{1+e^{\theta}}\] We know that
\[b^{'}(\theta)=\mu\] Thus, we can get
\[\mu=\frac{e^{\theta}}{1+e^{\theta}}\] We can then calculate the inverse function:
\[\theta=log(\frac{\mu}{1-\mu})\] Thus,
\[g(\mu)=log(\frac{\mu}{1-\mu})=X^T \beta\]
1.11 NR - Bernoulli
We know that the PMF for Bernoulli:
\[\begin{aligned} &= p^y(1-p)^{1-y} \\ &=e^{y\theta-log(1+e^{\theta})} \\ &=e^{yx^T \beta-log(1+e^{x^T \beta})} \end{aligned}\] Thus,
\[\ell(\beta|Y,X)=\sum_{i=1}^{n}(Y_iX_i^{T}\beta-log(1+e^{X_i^T \beta}))\] Thus, teh gradient is:
\[\nabla_{\ell}(\beta)=\sum_{i=1}^{n}(Y_iX_i - \frac{e^{X_i^T \beta}}{1+e^{X_i^T \beta}})\] The Hessian is:
\[H_{\ell}(\beta)=-\sum_{i=1}^{n}\frac{e^{X_i^T \beta}}{(1+e^{X_i^T \beta})^2}X_iX_i^T\]
Thus,
\[\beta^{k+1}=\beta^k-(H_{\ell}(\beta^k))^{-1}\nabla_{\ell}(\beta^k) \]


Below are some of my favorite projects I've worked on. You can click on the links within the cards to see the live site and the GitHub Repository. I will be adding more projects once they are completed. Enjoy!


All Classes
-
All Classes Interface Summary Class Summary Enum Summary Class Description AnimationList Defines animations set that will be created while loading FBX sceneAnimData BinLoader Created by Nehon on 08/08/2017.ContentTextureKey Used to load textures from image binary content.ContentTextureLocator Used to locate a resource based on aContentTextureKey
.CustomContentManager Created by Nehon on 20/08/2017.DOMInputCapsule Part of the jME XML IO system as introduced in the google code jmexml project.DOMOutputCapsule Part of the jME XML IO system as introduced in the google code jmexml project.DOMSerializer The DOMSerializer was based primarily off the DOMSerializer.java class from the "Java and XML" 3rd Edition book by Brett McLaughlin, and Justin Edelson.ExtensionLoader Base Interface for extension loading implementation.ExtrasLoader Base Interface for extra loading implementation.FbxAnimCurve FbxAnimCurve FbxAnimCurveNode FbxAnimLayer FbxAnimNode FbxAnimStack FbxAnimUtil FbxBindPose FbxBindPose FbxCluster FbxCluster FbxDump Quick n' dirty dumper of FBX binary files.FbxElement FbxFile FbxGlobalSettings FbxId FbxImage FbxImage FbxLayer FbxLayer.FbxLayerElementRef FbxLayerElement FbxLayerElement.MappingInformationType FbxLayerElement.ReferenceInformationType FbxLayerElement.TextureBlendMode FbxLayerElement.Type FbxLimbNode FbxLoader FbxMaterial FbxMaterial FbxMaterialProperties FbxMesh FbxMesh FbxMeshUtil FbxNode FbxNode FbxNodeAttribute<JT> FbxNodeUtil FbxNullAttribute FbxObject<JT> FbxObject FbxObjectFactory Responsible for producing FBX objects given an FBXElement.FbxPolygon FbxReader FbxRootNode FbxSkin FbxSkinDeformer FbxTexture FbxTexture FbxToJmeTrack Maps animation stacks to influenced nodes.FbxUnknownObject GlbLoader Created by Nehon on 12/09/2017.GltfLoader GLTF 2.0 loader Created by Nehon on 07/08/2017.GltfLoader.SkinBuffers GltfLoader.WeightData GltfModelKey An optional key to use when loading a glTF file It allows to specify custom data loader replacing the default ones.GltfUtils Created by Nehon on 07/08/2017.IrBoneWeightIndex IrMesh IrPolygon IrUtils IrVertex J3mdExporter Saves a Material to a j3m file with proper formatting.J3mdMatParamWriter J3mdTechniqueDefWriter J3MExporter Saves a Material to a j3m file with proper formatting.J3MOutputCapsule J3MRenderStateOutputCapsule J3MRootOutputCapsule MaterialAdapter A MaterialAdapter allows to map a GLTF material to a JME material.MaterialExtension MaterialExtension
defines a mapping from an Ogre3D "base" material to a jME3 material definition.MaterialExtensionLoader Used internally byMaterialLoader
MaterialExtensionSet MaterialExtensionSet
is simply a container for severalMaterialExtension
s so that it can be set globally for allOgreMaterialKey
s used.MaterialLoader MeshAnimationLoader Utility class used by OgreLoader to load poses and mesh animations.MeshLoader Loads Ogre3D mesh.xml files.OgreMaterialKey OgreMaterialKey
allows specifying material extensions, which map from Ogre3D base materials to jME3 materialsOgreMeshKey OgreMeshKey is used to load Ogre3D mesh.xml models with a specific material file or list.PBRMaterialAdapter Created by Nehon on 08/08/2017.PBRMetalRoughMaterialAdapter Created by Nehon on 20/08/2017.PBRSpecGlossExtensionLoader Material adapter for PBR Specular Glossiness pipeline Created by Nehon on 20/08/2017.PBRSpecGlossMaterialAdapter Created by Nehon on 20/08/2017.RotationOrder SceneKey SceneLoader FBX file format loaderSceneLoader SceneMeshLoader SceneWithAnimationLoader SkeletonLoader TrackData TrackData.Type XMLExporter Part of the jME XML IO system as introduced in the google code jmexml project.XMLImporter Part of the jME XML IO system as introduced in the google code jmexml project.


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Ford unveils all-electric Mustang Mach E SUV and it looks good
Ford has dramatically stepped up its presence in the electric car market with a new all-electric SUV called the Mach E.
It comes under the Mustang label and is a clear statement against Tesla and the hugely popular Model X vehicle.
The rear-wheel drive (RWD) car boasts 280 miles of range on a single charge of the 75kWh battery. And it’s no slouch either, managing 0-62mph in less than eight seconds.
According to Dave Pericak, the man responsible for all of Ford’s ‘icon’ cars, the Mach E still ‘absolutely drives like a Mustang.’
The base version will start at £40,000 with deliveries slated to begin towards the end of next year. Anyone that’s feeling flush can put down £58,000 and reserve the ‘first edition’ which comes with all-wheel drive (AWD), a bigger 99kWh battery and a 370 mile range.
Ford chairman Bill Ford Jr said the Mach E puts together two previously conflicting goals: His desire for Ford to be a leader in clean cars and make the automaker carbon-neutral by 2030, and his personal love of the Mustang and its growling V-8 engine.
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‘We are really pushing our chips in on the table with this vehicle,’ Ford said in an interview ahead of the Mach E’s unveiling. The automaker has said it will spend $11.5 billion developing electric and hybrid models by 2022.
Car manufacturers have struggled to make money on electric vehicles but Ford Jr told Reuters after unveiling the Mach E that it will be ‘profitable right from the start.’
Ford’s confidence in the Mach E, and its determination to challenge Tesla, was reflected in the location the company chose to reveal it: An airplane hangar just a short walk from the main offices of Tesla CEO Elon Musk’s SpaceX operations in Hawthorne, Calif.
Musk often uses SpaceX facilities to unveil Tesla’s new models, and has scheduled the debut of his own electric pickup for later this week.


These are the current free food events on campus. If you would like to see all the events in list form, please scroll down


{% extends "layout.html" %} {% block body %}
Motivated by the polygenicity and pleiotropy of genetic associations in complex traits, we developed a method called Decomposition of Genetic Associations (DeGAs) that operates on a series of genome-wide summary statistics across multiple phenotypes. Please check our publication for more information. Yosuke also summarized highlights of the study here.
Y.T. developed the DeGAs web application. M.A.R supervised computational aspects of the study.
Yosuke explains the DeGAs app and teaches viewers how to interpret scores and plots using examples. The coding variants is used as an example.
The analysis scripts used in the study are available on our GitHub repository.
The 3 datasets analyzed in the study are available on figshare.
We provide the interactive DeGAs app for the three datasets analyzed in the paper:
Additionally, following datasets with different parameters are also available in our DeGAs app:
The name of the datasets corresponds to the following conditions:


| Overall | files | lines | %line | indicator | %branch | indicator |
|---|---|---|---|---|---|---|
| Overall coverage figures | 28 | 3452 | 73% | 78% |
By Name
By Coverage (Most covered first)
By Coverage (Least covered first)
| packagename | files | lines | %line | indicator | %branch | indicator |
|---|---|---|---|---|---|---|
| view.swing | 4 | 318 | 34% | 30% | ||
| common | 1 | 15 | 73% | 100% | ||
| view | 8 | 907 | 75% | 86% | ||
| tools | 6 | 1242 | 76% | 79% | ||
| model | 6 | 815 | 77% | 92% | ||
| controller | 3 | 155 | 89% | 83% |
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