Interacting with a Network Device¶
After connecting to a device by running the CiscoAutomationFramework.connect_ssh you receive a child of this class that is specific to IOS/Nexus based on what is detected you are connected to. You will have all of the attributes documented here to interact with your Cisco device regardless of its firmware type.
-
class
CiscoAutomationFramework.FirmwareBase.
CiscoFirmware
(transport)¶ -
add_local_user
(username, password, password_code=0, *args, **kwargs)¶ Method here should be generating a string that the network device accepts in the following format ‘username USERNAME <args> <kwarg key> <kwarg value> password PASSWORD_CODE PASSWORD’
Parameters: - username – Username to use
- password – Password to set (cleartext or encrypted depending on password_code)
- password_code – Code for password you are providing
- args – Single word arguments in command string
- kwargs – Key word arguments in command string
Returns: Nothing
-
arp_table
¶ Returns the arp table in its raw form
Returns: Arp Table Return type: str
-
cli_to_config_mode
() → bool¶ Navigates the CLI into config mode regardless of where it is
Returns: True/False Return type: bool
-
cli_to_privileged_exec_mode
() → bool¶ Navigates the CLI into prvileged exec mode regardless of where it is. Will raise an EnablePasswordError if the transport engine does not have an enable password set and the network device asks for one.
Returns: True/False Return type: bool Raises: CiscoAutomationFramework.Exceptions.EnablePasswordError
-
close_connection
() → None¶ Closes connection to device
Returns: Nothing
-
commands_sent
¶ A list of all commands sent to the device in the order they are entered from first to last in the current session
Returns: List of commands sent Return type: list
-
delete_local_user
(username)¶ Deletes a locally defined user on device
Parameters: username (str) – username to delete Returns: Nothing
-
get_output
(buffer_size=100, timeout=1) → list¶ Gets output from the device until the prompt is returned or the timeout is reached. You should not need to run this directly often.
Parameters: - buffer_size – Size of buffer when getting output from device. You shouldnt have to modify this much
- timeout – Time to stop waiting for output if no output is received.
Returns:
-
hostname
¶ Hostname of the Cisco device.
Returns: Hostname Return type: str
-
interfaces
¶ List of interfaces on device
Returns: Interfaces Return type: list
-
is_nexus
¶ Returns True/False if the Cisco device is a Nexus
Returns: True/False Return type: bool
-
mac_address_table
¶ Returns the MAC address table in its raw form
Returns: MAC Address Table Return type: str
-
prompt
¶ Returns the latest prompt that was returned from the device
Returns: Latest prompt returned from device Return type: str
-
running_config
¶ Returns running config in its raw form
Returns: Running Configuration Return type: str
-
save_config
()¶ Saves running config to startup config
Returns: Nothing
-
send_command
(command, end='\n') → None¶ Sends command to device, does not get any output. You should not need to run this directly often
param command: Command to send param end: End character (default - )
return: Nothing
-
send_command_get_output
(command, end='\n', buffer_size=100, timeout=1, delay=0.5) → list¶ Sends a command to the device and returns the output from the device. If there were multiple commands sent this will gather the output from all the commands at once. This command is a combination of send_command and get_output.
param command: Command to send param end: End character (default - )
param buffer_size: Size of buffer when getting output from device. You shouldnt have to modify this much param timeout: Time to stop waiting for output if no output is received. param delay: Time to wait before gathering output from device return: Output from device starting with command, ending with prompt in a list split by line rtype: list
-
send_question_get_output
(command) → list¶ Special method to get the output from sending a command with a question mark. This will send the command with a trailing ‘?’ get the output from that and then erase the command that is returned on the ending prompt. You should NOT put a question mark in the command this function will handle that for you but if you do, it will be removed so the CLI doesnt do something that is not expected
Parameters: command – Command to inspect Returns: list of possible command completions, or next possible words in command Return type: list
-
startup_config
¶ Returns startup config in its raw form
Returns: Startup Config Return type: str
-
terminal_length
(n='0')¶ Sets terminal length of shell
Parameters: n (str) – length Returns: Nothing
-
terminal_width
(n='0')¶ Sets terminal width of shell
Parameters: n (str) – width Returns:
-
uptime
¶ Returns uptime of device
Returns: Uptime Return type: str
-


'Unicorn meteor storm' could be triggered by mysterious comet tonight
Thursday night's meteor shower is not your typical one.
Astronomers say stargazers may see several meteors per minute, according to AccuWeather. You'll have to be quick, though, because the peak of the alpha monocerotids only lasts about an hour. Look for the shooting stars between 11 p.m. and midnight Eastern time.
The last meteor storm from this shower was in 1995, and it produced 400 meteors per hour. If there's no meteor storm, you can expect to see around 10 meteors per hour.
The source of the alpha monocerotids is unknown. They appear to originate from the constellation Monoceros, a unicorn.


Since the above ﬁeld is derived from the general form given by Eq. (10), it is guaranteed that the ﬁeld is divergence-free. In case of any doubt, let us directly verify this. Write B as
|
| (358) |
where 𝒥 is the Jacobian of (r,𝜃,ϕ) coordinates; B(1), B(2), and B(3) are given by
|
| (359) |
|
| (360) |
|
| (361) |
Use Bp given by (355), then B(1), B(2), and B(3) are written as
|
| (362) |
|
| (363) |
and
|
| (364) |
respectively. Then, by using the divergence formula in (r,𝜃,ϕ) coordinates, ∇⋅ B is written as


Spain coach Moreno to be replaced by Luis Enrique - reports
MADRID: Spain coach Robert Moreno is to be dismissed from the role according to Spanish media reports on Monday after his side thrashed Romania 5-0 in their final Euro 2020 qualifier.
Spanish newspaper El Mundo reported that former Spain coach Luis Enrique is set to make a sensational return five months after resigning from the role due to the illness of his daughter Xana, who tragically passed away in September.
The Spanish soccer federation did not respond to a request for comment on Moreno's future but announced that their president Luis Rubiales and sporting director Jose Francisco Molina will hold a news conference on Tuesday.
Moreno, Luis Enrique's long-time assistant who was given the top job in June, refused to give the usual post-match news conference and did not speak to any media, with El Mundo saying he bid farewell to the players after the game in tears.
Moreno won four out of six games in charge of Spain and drew two, with his side clinching a place at Euro 2020 last month with a 1-1 draw away to Sweden.
Spain also won all three games when Moreno took temporary charge between March and June while Luis Enrique was on leave. They finished top of Group F, taking 26 points from 10 games.
(Reporting by Richard Martin; Editing by Ken Ferris)


Central Board of Secondary Education
Historical Background
A trail of developments mark the significant changes that took place over the years in shaping up the Board to its present status. U P Board of High School and Intermediate Education was the first Board set up in 1921. It has under its jurisdiction Rajputana, Central India and Gwalior. In response to the representation made by the Government of United Provinces, the then Government of India suggested to set up a joint Board in 1929 for all the areas which was named as the 'Board of High School and Intermediate Education, Rajputana'. This included Ajmer, Merwara, Central India and Gwalior.
The Board witnessed rapid growth and expansion at the level of Secondary education resulting in improved quality and standard of education in institutions. But with the advent of State Universities and State Boards in various parts of the country the jurisdiction of the Board was confined only to Ajmer, Bhopal and Vindhya Pradesh later. As a result of this, in 1952, the constitution of the Board was amended wherein its jurisdiction was extended to part-C and Part-D territories and the Board was given its present name 'Central Board of Secondary Education'. It was in the year 1962 finally that the Board was reconstituted. The main objectives were to serve the educational institutions more effectively, to be responsive to the educational needs of those students whose parents were employed in the Central Government and had frequently transferable jobs.
Jurisdiction
The jurisdiction of the Board is extensive and stretches beyond the national geographical boundaries. As a result of the reconstitution, the erstwhile 'Delhi Board of Secondary Education' was merged with the Central Board and thus all the educational institutions recognized by the Delhi Board also became a part of the Central Board. Subsequently, all the schools located in the Union Territory of Chandigarh. Andaman and Nicobar Island, Arunachal Pradesh, the state of Sikkim , and now Jharkhand, Uttaranchal and Chhattisgarh have also got affiliation with the Board. From 309 schools in 1962, the Board as on 26.07.2017 has 19316 schools in India and 211 schools in 25 foreign countries. There are 1118 Kendriya Vidyalayas, 2734 Government/Aided Schools, 14860 Independent Schools, 590 Jawahar Novodaya Vidyalayas and 14 Central Tibetan Schools.
Decentralisation
In order to execute its functions effectively, Regional Offices have been set up by the Board in different parts of the country to be more responsive to the affiliated schools. The Board has regional offices in Allahabad, Ajmer, Bhubaneshwar, Chennai, Dehradun, Delhi, Guwahati, Panchkula, Patna and Trivanthapurm. Schools located outside India are looked after by regional office Delhi. The headquarter constantly monitors the activities of the Regional Offices. Although, sufficient powers have been vested with the Regional Offices, issues involving policy matters are, however, referred to the head office. Matters pertaining to day-to-day administration, liaison with schools, pre and post examination arrangements are all dealt with by the respective regional offices.
Main objectives of CBSE are
- To define appropriate approaches of academic activities to provide stress free, child centered and holistic education to all children without compromising on quality
- To analyze and monitor the quality of academic activities by collecting the feedback from different stakeholders
- To develop norms for implementation of various academic activities including quality issues; to control and coordinate the implementation of various academic and training programmes of the Board; to organize academic activities and to supervise other agencies involved in the process
- To adapt and innovate methods to achieve academic excellence in conformity with psychological, pedagogical and social principles.
- To encourage schools to document the progress of students in a teacher and student friendly way
- To propose plans to achieve quality benchmarks in school education consistent with the National goals
- To organize various capacity building and empowerment programmes to update the professional competency of teachers
- To prescribe conditions of examinations and conduct public examination at the end of Class X and XII. To grant qualifying certificates to successful candidates of the affiliated schools.
- To fulfill the educational requirements of those students whose parents were employed in transferable jobs
- To prescribe and update the course of instructions of examinations
- To affiliate institutions for the purpose of examination and raise the academic standards of the country.
The prime focus of the Board is on
- Innovations in teaching-learning methodologies by devising students friendly and students centered paradigms
- Reforms in examinations and evaluation practices.
- Skill learning by adding job-oriented and job-linked inputs
- Regularly updating the pedagogical skills of the teachers and administrators by conducting in service training programmes, workshops etc.


True_Detective
Touch darkness and darkness touches you back. True Detective centers on troubled cops and the investigations that drive them to the edge. Each season features a new cast and a new case.


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Preparation time
30 mins to 1 hour
Cooking time
10 to 30 mins
Serves
Serves 4
In a large bowl, combine all the ingredients, except the pandan leaves, together and rub the marinade into the meat. Refrigerate for 1 hour.
Meanwhile, rinse the rice until the water runs clear and then cook to packet instructions.
Fill a glass bowl with boiling water and soak the pandan leaves for 1 minute to make them more pliable.
Wrap each chicken thigh in a leaf, securing tightly with a cocktail stick.
Heat a large wok over a medium heat with a dash oil. Fry the parcels for 6–8 minutes on each side, or until cooked through.
Serve alongside the jasmine rice.


Harry Dunn crash: Parents' claims against Dominic Raab 'without foundation'
The parents of Harry Dunn have been told by the UK government their claims of abuse of power by Foreign Secretary Dominic Raab are "without foundation".
The 19-year-old died in hospital after a crash in Northamptonshire in August. US suspect Anne Sacoolas left the UK claiming diplomatic immunity.
The teenager's parents allege the granting of immunity by Mr Raab was "wrong in law".
The Foreign Office (FCO) has written to the family rejecting the allegations.
It told the BBC it had sent a letter - seen by the BBC - to Mr Dunn's parents, Charlotte Charles and Tim Dunn, but would not comment on its content. It expressed its "deepest sympathy" to the family.
In the letter, the FCO said it would "seek costs" for any judicial review brought and argues the family has not found "any reasonably arguable ground of legal challenge".
It said the allegation that the foreign secretary had "misused and/or abused his power" was "entirely without foundation".
Mr Dunn's motorbike crashed with a car owned by Mrs Sacoolas, the 42-year-old wife of US intelligence officer Jonathan Sacoolas, outside RAF Croughton, near Brackley, on 27 August.
Northamptonshire Police has handed a file to the Crown Prosecution Service after interviewing Mrs Sacoolas in the US.
Family spokesman Radd Seiger said: "The FCO relies on two private agreements between the USA and UK dated in 1995 and 2001 to assert that Anne Sacoolas did have diplomatic immunity."
He added the family had taken legal advice and its "position is clear that these arrangements have no basis in law".
He continued: "As if it were not enough for the family to have to endure the loss of Harry, the British government now appear[s] intent on putting them through a needless and protracted legal battle culminating in court. So be it. They will not rest until justice is done. But shame on the government."


HOW TO PLAY
This is a game of dice whereby two players play by rolling dice virtually, getting awarded random scores and trying to get to a final score of 100
The rules include:
- when the player rolls and gets either 2-6, the score is cummulated and added to their total and they continue to roll
- if a player gets a 1, on rolling, their total in that round reverts to 0 and the gameplay shifts to the next player
- if a player chooses to hold, the total of that round is added to the final score and the gameplay shifts back to the next player
- the first player to score 100 or above wins the game
- Press the refresh button to restart


{% extends "storePage/partials/__base.html" %} {% load crispy_forms_tags %} {% block body %}
You have been logged out Log In Again {% endblock %}


---
title: "UNIQUE TREES AND SHRUBS"
date: "2000-01-01 19:06:01 -06:00"
categories:
- adult
subtitle: ""
layout: "events"
event-image: "unique-trees-and-shrubs.jpg"
event-dates: "SATURDAYS, JUNE 1 & 8"
event-location: "Red Butte Garden Classroom"
button-type: "register"
tickets-link: "https://continue.utah.edu/lifelong/class/llhg_472_unusual_trees_and_shrubs_for_the_residential_landscape"
registration-info: " Phone Registration Available:801-587-5433
Lifelong Learning: LLHG 520"
instructor-info: "Kim Eden"
member-cost: "69"
public-cost: "$75"
event-notes: ""
tickets-button: ""
published: false
---
REGISTRATION REQUIRED
SATURDAYS, JUNE 1 & 8 @ 10AM - 12:30PM
Please note: class dates have changed from what was published in our newsletter.
Looking for a tree or shrub a little out of the ordinary that can grow well in Utah's climate? Join us to examine unique specimens in a garden setting and discuss best planting, growing and maintenance practices for each selection. We'll cover trees and shrubs that can be planted in a residential setting and perform well in our alkaline soil, hot summers, and cold winters. Majority of class is spent outdoors so dress appropriately and wear comfortable shoes for walking. Co-sponsored with Lifelong Learning.


The object list item lets the user trigger actions directly from a list item
This component makes use of list-item directive
present in fundamental-ngx/core and has additional enhancements
on top of it.
Platform specific enhancements:
- Object-List-item is implemented as Angular component to hide complexity of dealing with HTML in order to
deliver
high-order component.
- Alignment of sub element title is abstracted.
- Enhanced support for accessibility which covers access by keyboard, mouse and touch.
- Enhanced compatibility with screen readers.
- Supports both imperative and declarative way of accepting the items for all the list variants.


Welcome to my photo Website.Down below are some of the photos taken of buildings and landscapes.
This site is continously changing,we will continue to add more photos to our gallery.


import AsiNgToolsModule or AsiImageChooserModule
| Name | Description |
|---|---|
| [label] | Component label |
| [labelPosition] | Component label position in 'top' , 'left' , 'right' , 'bottom |
| [imageSrc] | The link to the chosen image |
| [image64] | The image blob to display (base 64). Default value is loaded by the 'imageSrc' |
| [icon] | Icon in the center of the chooser area. Used as an 'asi-fa-icon' |
| Name | Description |
|---|---|
| @asi-image-chooser-label-color | Label color of the image chooser |
| @asi-image-chooser-background-color | Background color of the image chooser |
| @asi-image-chooser-border | Border of the image chooser |


--- layout: post date: 2010-07-10 time: "10:00:00" authors: ["Greg Wilson"] title: Which Topics Are Most Important to You? tags: ["Content"] ---
We have created a survey to find out which of the topics we're planning to cover are most important to you. Please take three and a half minutes to fill it in; we'd be grateful as well if you could re-post the link, forward it to relevant mailing lists, etc.
http://www.surveymonkey.com/s/FM9YV9C
Thanks for your help!


Mohanavelu SubramanianFull Stack Developer, AWS Certified Developer Associate I am Senior Software Engineer at SolanoTech Limited, Athlone. Experience in developing applications using HTML, CSS, Javascript, ReactJs, REST, EJB, Spring, JMS, Serverless |
| Dates | Work |
|---|---|
| 2009 - 2014 | Senior Project Enginner at Wipro Technologies |
| 2014-2017 | Senior R&D Engineer at Nokia Networks |
| 2017-2017 | Senior Software Engineer at EMC Corporation |
| 2017 | Senior Software Engineer at SolanoTech Limited |
| Java | ⭐⭐⭐⭐ |
| Jee | ⭐⭐⭐⭐ |
| REST | ⭐⭐⭐⭐ |
| AWS | ⭐⭐ |


From my testing on DICEv1 anyone looking to improve it needs to start with the following:
1) Show if the contract has entropy TX in diceinfo
2) Have a table end parameter on table creation, where the dice contract expires and the funds can be withdrawn by the creator
3) Figure some solution to scale, a single table can only take so many parallell bets before it just stops working.
4) Make a GUI to make it easier for people to play
5) Some early ideas for 51% attack problem:
The 51% problem is low chance with close enough dPoW freq... we were gong to try and notarise the chain every 2 blocks as a hacky way to solve it, this could also be solved, by having a single miner, like I have done with STREAMER chain, and have all coins mined out of the faucet.
Or if you want to bet with real money, use a sister chain, where coins are mined bought and MoMoM migrate them to the DICE chain to play dice.


Mouse Memoirs finds its inspiration in the vintage Mickey Mouse, Beagle Boys, and Uncle Scrooge comic books put out by Walt Disney in the 1950's and 60's. This font comes alive with a truly animated look. Perfect for light-hearted designs, children's books, and the like… it is an all-around fun typeface.
To contribute to the project contact Brian J. Bonislawsky.


Chapter 8 Modelling the technical noise in gene expression
Variability in the observed expression values across genes can be driven by genuine biological heterogeneity or uninteresting technical noise. To distinguish between these two possibiltiies, we need to model the technical component of the variance of the expression values for each gene. We do so using the set of spike-in transcripts, which were added in the same quantity to each cell. Thus, the spike-in transcripts should exhibit no biological variability, i.e., any variance in their counts should be technical in origin.
We use the trendVar()
function to fit a mean-dependent trend to the variances of the log-expression values for the spike-in transcripts.
We set block=
to block on the plate of origin for each cell, to ensure that technical differences between plates do not inflate the variances.
Given the mean abundance of a gene, the fitted value of the trend is then used as an estimate of the technical component for that gene.
The biological component of the variance is finally calculated by subtracting the technical component from the total variance of each gene with the decomposeVar
function.
var.fit <- trendVar(sce, parametric=TRUE, block=sce$Plate,
loess.args=list(span=0.3))
var.out <- decomposeVar(sce, var.fit)
head(var.out)
## DataFrame with 6 rows and 6 columns
## mean total
## <numeric> <numeric>
## ENSMUSG00000103377 0.00801037877839526 0.0117416958615873
## ENSMUSG00000103147 0.0344865345591075 0.0716382020605793
## ENSMUSG00000103161 0.00521187224764422 0.004971239574775
## ENSMUSG00000102331 0.0185051179446466 0.0323577082946858
## ENSMUSG00000102948 0.0591783482173367 0.0886595415581617
## Rp1 0.0972805805064885 0.454538935512767
## bio tech
## <numeric> <numeric>
## ENSMUSG00000103377 -0.0237346026365764 0.0354762984981637
## ENSMUSG00000103147 -0.0811139104461332 0.152752112506713
## ENSMUSG00000103161 -0.0181138443394628 0.0230850839142378
## ENSMUSG00000102331 -0.049601656974152 0.0819593652688378
## ENSMUSG00000102948 -0.173456540044603 0.262116081602765
## Rp1 0.0236757758027058 0.430863159710061
## p.value FDR
## <numeric> <numeric>
## ENSMUSG00000103377 1 1
## ENSMUSG00000103147 0.999999999993329 1
## ENSMUSG00000103161 1 1
## ENSMUSG00000102331 0.999999999998749 1
## ENSMUSG00000102948 1 1
## Rp1 0.0345090750415943 0.150289201925332
We visually inspect the trend to confirm that it corresponds to the spike-in variances (Figure 8.1)). The wave-like shape is typical of the mean-variance trend for log-expression values. A linear increase in the variance is observed as the mean increases from zero, as larger variances are possible when the counts increase. At very high abundances, the effect of sampling noise decreases due to the law of large numbers, resulting in a decrease in the variance.
plot(var.out$mean, var.out$total, pch=16, cex=0.6, xlab="Mean log-expression",
ylab="Variance of log-expression")
curve(var.fit$trend(x), col="dodgerblue", lwd=2, add=TRUE)
cur.spike <- isSpike(sce)
points(var.out$mean[cur.spike], var.out$total[cur.spike], col="red", pch=16)
We check the distribution of expression values for the genes with the largest biological components. This ensures that the variance estimate is not driven by one or two outlier cells (Figure 8.2).
chosen.genes <- order(var.out$bio, decreasing=TRUE)[1:10]
plotExpression(sce, features=rownames(var.out)[chosen.genes]) + fontsize
Comments from Aaron:
- In practice, trend fitting is complicated by the small number of spike-in transcripts and the uneven distribution of their abundances. See the simpleSingleCell vignette for more details on how to refine the fit.
- In the absence of spike-ins, users can set
use.spikes=FALSE
to fit a trend to the variances of the endogenous genes (see simpleSingleCell vignette). Alternatively, we can create a trend based on the assumption of Poisson technical noise, as described in the vignette. - Negative biological components are often obtained from
decomposeVar
. These are intuitively meaningless as it is impossible for a gene to have total variance below technical noise. Nonetheless, such values occur due to imprecise estimation of the total variance, especially for low numbers of cells. decomposeVar
also yields p-values that can be used to define HVGs at a specific threshold for the false discovery rate (FDR). We will discuss this in more detail later, as formal detection of HVGs is not necessary for feature selection during data exploration.


Quickly incentivize impactful action items before tactical collaboration and idea-sharing. Monotonically engage market-driven intellectual capital through wireless opportunities. Progressively network performance based services for functionalized testing procedures learn more
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua
While it is important to have naturally occurring sugars in your diet, many foods contain harmful added sugars that contain no nutritional value.
While it is important to have naturally occurring sugars in your diet, many foods contain harmful added sugars that contain no nutritional value.
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learn moreCompanies we work with
created with
Nicepage .


--- layout: post title: 'Schneier on Security: Stuxnet' date: 2010-10-07 15:53:00.000000000 -07:00 type: post published: true status: publish categories: [] tags: [] meta: _publicize_pending: '1' author: login: phoneboy email<EMAIL_ADDRESS>display_name: Dameon Welch first_name: '' last_name: '' ---
From Schneier on Security: Stuxnet:
Computer security experts are often surprised at which stories get picked up by the mainstream media. Sometimes it makes no sense. Why this particular data breach, vulnerability, or worm and not others? Sometimes its obvious. In the case of Stuxnet, theres a great story.
As the story goes, the Stuxnet worm was designed and released by a government--the U.S. and Israel are the most common suspects--specifically to attack the Bushehr nuclear power plant in Iran. How could anyone not report that? It combines computer attacks, nuclear power, spy agencies and a country thats a pariah to much of the world. The only problem with the story is that its almost entirely speculation.
What strikes me about the Stuxnet story is that it's really "nothing new." Yes there were some new zero-day vulnerabilities found. However, a virus that propagates by rogue USB keys? Didn't we learn anything from the 1980s when viruses propagated by floppy disks?


About Us
We compete annually at FSAE-Australasia in Melbourne with the aim of returning to international competition in the next three years.
Join Us!We compete annually at FSAE-Australasia in Melbourne with the aim of returning to international competition in the next three years.
Join Us!We are a group of students from UWA comprised of up-and-coming talented engineers, technicians and business professionals that strive to push the limits of engineering to produce world-class electric racecars.
We compete in the Formula SAE competition, a student business and design competition where teams from universities around the world compete in the designing, manufacturing, testing and racing of small formula-style racecars.
UWA Motorsport has had success at many of these global events in our distinguished history, dating back to our founding in 2001. The team has recently focused on competing in the Australasian event hosted in Victoria, but we are optimistic for our ability to compete on a global scale through the events held in Europe and North America.
Our participation in F-SAE events allows UWA students to develop the skills they learn in the classroom into practical engineering experiences.
The project requires a vast team to undertake the technical, operational and financial challenges that are inherent in a successful motorsport team.
We provide an opportunity for sponsors to invest
in the future of engineers and business professionals, through investing in students who will develop these technologies for the rest of their careers.
The team offers benefits for students from all faculties; We do not just make the car, but source parts and sponsors, manage and plan events, create and distribute marketing material, and much more.
Students are given the opportunity to design, build, and race a car against other universities globally.
Vehicle Dynamics
Chassis
Powertrain
Electrical
Management
Race
If you join the club, these are the sort of cars you'll gain hands-on experience with.
Scoring a previously unheard of 952.8/1000 potential points at the 2005 FSAE-Australasia competition UWAM placed 1st in Engineering Design, Endurance, Presentation and Autocross events.
The team proudly took home its first ever 1st place overall FSAE-A trophy.
The team proudly achieved a strong 4th place in the Engineering design in FSAE Michigan 2006.
The team proudly won the World Championship with IHS-007 achieving first place in both the 2007 FSAE-A Competition and FSAE Michigan 2008.
The IHS-007 is capable of 0-100Kmh in 3.2s, doing 0-75m in only 3.7s
The Honda CBR600RR engine with custom fuel injection and exhaust made 100hp and weighed a total of 195kg.
In order to reduce costs and meet time restrictions the 2010 monocoque was regened with updated componentry for the 2011 FSAE-Australasia competition.
With a strong team, this car placed 2nd overall.
Achieving a 2nd place in Endurance and a phenomenal three 1st places, in Acceleration, Autocross & Fuel Economy.


RT @PragTob: Say Hello to my new little friend: "ActiveRecord::HasManyThroughCantAssociateThroughHasOneOrManyReflection"
1/29/2016, 12:15:21 PM
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RT @PragTob: Say Hello to my new little friend: "ActiveRecord::HasManyThroughCantAssociateThroughHasOneOrManyReflection"
1/29/2016, 12:15:21 PM
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The Ruby Enumerable mixin includes many extremely useful methods. Any Ruby class which includes the each method gains access to the Enumerable methods.
I intend to slowly write about many of these methods but the first one I want to focus on is Enumerable#group_by. The general structure of group_by is:
collection.group_by { |obj| block }
When it is called, the group_by method groups the collection according to the result of the block. The method then returns a hash where the keys are the result of the logic block and the values for each key are those members of the collection which returned that key.
For example, imagine you had an array of 9 integers and you wanted to know what the result of performing modulo 5 on each one was. You could use group_by like so:
num = [1,2,3,4,5,6,7,8,9]
(num).group_by{|i| i%5 }
RESULT:
{1=>[1, 6], 2=>[2, 7], 3=>[3, 8], 4=>[4, 9], 0=>[5]}
From the returned hash we can see that 1%5 and 6%5 equal 1, 2%5 and 7%5 equal 2, etc..
We can use group_by to group the results of all sorts of mathematical manipulations. We can also use it return other types of statements. Imagine we want to know which words of a particular quote contain a particular substring and then group them according to this criteria. All we need to do is:
quote = ["to","make","the","world","work","for","100%","of","humanity"]
(quote).group_by{|i| i.include?('ak’)}
RETURNS:
{false=>["to", "the", "world", "work", "for", "100%", "of", "humanity"], true=>["make"]}
And now we know that in the given quote, "make" is the only word which contains the substring "ak".
These examples are contrived but it is easy to imagine querying large data sets where group_by would be very useful.


{% extends "csc_new/core.html" %} {% load static %} {% load email_obfuscator %} {% block head %}
The page "/404" was not found on our site.
{% else %}The page "{{ request.path }}" was not found on our site.
{% endifequal %}If you believe this is an error, please contact the Computer Science Community Systems Administrator {{ 'admin@csc.cs.rit.edu'|obfuscate_mailto:"here" }}.


menu
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Miscellaneous Commands
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miscellaneous expressions
model browser
starting Access
model server
connecting to
model_server
starting on UNIX
modified_entities command
modified_objects command
navigating
attribute expressions
trees
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obtaining
an SMT node
open DISH
overview
Access
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printing
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Project menu
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Access mode
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TPM menu
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Welcome to the Next.js documentation!
If you’re new to Next.js we recommend that you start with the learn course.
The interactive course with quizzes will guide you through everything you need to know to use Next.js.
If you have questions about anything related to Next.js, you’re always welcome to ask our community on GitHub Discussions.
We recommend creating a new Next.js app using
create-next-app
, which sets up everything automatically for
you. To create a project, run:
If you want to start with a TypeScript project you can use the
--typescript
flag:
After the installation is complete, follow the instructions to start the
development server. Try editing pages/index.js
and see the
result on your browser.
For more information on how to use create-next-app
, you can
review the
create-next-app
documentation
Install next
, react
and
react-dom
in your project:
Open package.json
and add the following scripts
:
These scripts refer to the different stages of developing an application:
dev
- Runs
next dev
which starts Next.js in development mode
build
- Runs
next build
which builds the application for production usage
start
- Runs
next start
which starts a Next.js production server
lint
- Runs
next lint
which sets up Next.js’ built-in ESLint configuration
Next.js is built around the concept of
pages. A page is a
React Component
exported from a .js
, .jsx
, .ts
, or
.tsx
file in the pages
directory.
Pages are associated with a route based on their file name. For example
pages/about.js
is mapped to /about
. You can even
add dynamic route parameters with the filename.
Create a pages
directory inside your project.
Populate ./pages/index.js
with the following contents:
function HomePage() {
return
Welcome to Next.js!

}
export default HomePage
To start developing your application run npm run dev
or
yarn dev
. This starts the development server on
http://localhost:3000
.
Visit http://localhost:3000
to view your application.
So far, we get:
./pages/
./public/
is mapped to /
In addition, any Next.js application is ready for production from the start, read more in our Deployment documentation.
For more information on what to do next, we recommend the following sections:


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Uses of Package
org.apache.shiro.realm
-
Packages that use org.apache.shiro.realm Package Description org.apache.shiro.authc.pam Support for PAM, or Pluggable Authentication Modules, which is the capability to authenticate a user against multiple configurable (pluggable) modules (Shiro calls theseRealm
s).org.apache.shiro.authz Core interfaces and exceptions supporting Authorization (access control).org.apache.shiro.cas org.apache.shiro.config Components that support configuring Shiro in any application.org.apache.shiro.guice org.apache.shiro.mgt Provides the masterSecurityManager
interface and a default implementation hierarchy for managing all aspects of Shiro's functionality in an application.org.apache.shiro.realm Components and sub-packages used in supporting the coreRealm
interface.org.apache.shiro.realm.activedirectory Realms that acquire security data from a Microsoft Active Directory.org.apache.shiro.realm.jdbc Realms that acquire security data from an RDBMS (Relational Database Management System) using the JDBC API.org.apache.shiro.realm.jndi Support for acquiring Realms from JNDI, particularly useful for configuring Shiro in JEE or EJB environments.org.apache.shiro.realm.ldap Realms that acquire security data from an LDAP (Lightweight Directory Access Protocol) server utilizing LDAP/Naming APIs.org.apache.shiro.realm.text Realms that acquire security data from text-based data sources such asFile
s or text streams.org.apache.shiro.samples org.apache.shiro.spring.boot.autoconfigure org.apache.shiro.spring.config org.apache.shiro.spring.config.web.autoconfigure org.apache.shiro.spring.web.config org.apache.shiro.web.mgt Components supporting web-specificSecurityManager
implementations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.authc.pam Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.authz Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.cas Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.config Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.guice Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.mgt Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm.activedirectory Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm.jdbc Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm.jndi Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations.RealmFactory Enables Shiro end-users to configure and initialize one or moreRealm
instances in any manner desired. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm.ldap Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.realm.text Class Description AuthenticatingRealm A top-level abstract implementation of the Realm interface that only implements authentication support (log-in) operations and leaves authorization (access control) behavior to subclasses.AuthorizingRealm AnAuthorizingRealm
extends theAuthenticatingRealm
's capabilities by adding Authorization (access control) support.CachingRealm A very basic abstract extension point for theRealm
interface that provides caching support for subclasses.Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations.SimpleAccountRealm A simple implementation of theRealm
interface that uses a set of configured user accounts and roles to support authentication and authorization. -
Classes in org.apache.shiro.realm used by org.apache.shiro.samples Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.spring.boot.autoconfigure Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.spring.config Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.spring.config.web.autoconfigure Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.spring.web.config Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations. -
Classes in org.apache.shiro.realm used by org.apache.shiro.web.mgt Class Description Realm A Realm is a security component that can access application-specific security entities such as users, roles, and permissions to determine authentication and authorization operations.


|
|
template<typename T > |
| __forceinline T | read (uintptr_t address) |
| |
|
template<typename T > |
| __forceinline T | read (const Address addToBeRead) noexcept |
| |
|
template<typename T > |
| __forceinline void | write (uintptr_t address, T value) |
| |
|
Address | getModule (const char *modName) noexcept |
| | returns the module base address of modName (example: "client.dll")
|
| |
|
Address | getAddress (const uintptr_t basePrt, const std::vector< uintptr_t > &offsets) noexcept |
| | returns the dynamic pointer from base pointer basePrt and offsets
|
| |
|
Address | getAddress (Address basePrt, const std::vector< uintptr_t > &offsets) noexcept |
| | returns the dynamic pointer from base pointer basePrt and offsets
|
| |
| Address | findSignature (uintptr_t start, const char *sig, size_t size=0) noexcept |
| | a basic signature scanner More...
|
| |
| Address | findSignature (const Address start, const char *sig, size_t size=0) noexcept |
| | a basic signature scanner More...
|
| |
| Address | findModuleSignature (const char *mod, const char *sig) noexcept |
| | a basic signature scanner searching within the address space of one module. More...
|
| |
|
template<typename T > |
| T | getVirtualFunction (void *baseClass, uint32_t index) |
| |
|
template<typename T , typename ... Args> |
| T | callVirtualFunction (void *baseClass, uint32_t index, Args... args) |
| |
Serves as communicator between injected dll and the games memory.
- Author
- CasualComunity: tomsa, CasualGamer
- Version
- 0.2 06.11.2020
- Todo:
- : optimize scanner speed, memory checks


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State¶
Dirac notation for states.
-
class
sympy.physics.quantum.state.
KetBase
[source]¶ Base class for Kets.
This class defines the dual property and the brackets for printing. This is an abstract base class and you should not instantiate it directly, instead use Ket.
-
class
sympy.physics.quantum.state.
BraBase
[source]¶ Base class for Bras.
This class defines the dual property and the brackets for printing. This is an abstract base class and you should not instantiate it directly, instead use Bra.
-
class
sympy.physics.quantum.state.
StateBase
[source]¶ Abstract base class for general abstract states in quantum mechanics.
All other state classes defined will need to inherit from this class. It carries the basic structure for all other states such as dual, _eval_adjoint and label.
This is an abstract base class and you should not instantiate it directly, instead use State.
-
dual
¶ Return the dual state of this one.
-
operators
¶ Return the operator(s) that this state is an eigenstate of
-
-
class
sympy.physics.quantum.state.
State
[source]¶ General abstract quantum state used as a base class for Ket and Bra.
-
class
sympy.physics.quantum.state.
Ket
[source]¶ A general time-independent Ket in quantum mechanics.
Inherits from State and KetBase. This class should be used as the base class for all physical, time-independent Kets in a system. This class and its subclasses will be the main classes that users will use for expressing Kets in Dirac notation [R425].
Parameters: args : tuple
The list of numbers or parameters that uniquely specify the ket. This will usually be its symbol or its quantum numbers. For time-dependent state, this will include the time.
References
[R425] (1, 2) http://en.wikipedia.org/wiki/Bra-ket_notation Examples
Create a simple Ket and looking at its properties:
>>> from sympy.physics.quantum import Ket, Bra >>> from sympy import symbols, I >>> k = Ket('psi') >>> k |psi> >>> k.hilbert_space H >>> k.is_commutative False >>> k.label (psi,)
Ket’s know about their associated bra:
>>> k.dual <psi| >>> k.dual_class() <class 'sympy.physics.quantum.state.Bra'>
Take a linear combination of two kets:
>>> k0 = Ket(0) >>> k1 = Ket(1) >>> 2*I*k0 - 4*k1 2*I*|0> - 4*|1>
Compound labels are passed as tuples:
>>> n, m = symbols('n,m') >>> k = Ket(n,m) >>> k |nm>
-
class
sympy.physics.quantum.state.
Bra
[source]¶ A general time-independent Bra in quantum mechanics.
Inherits from State and BraBase. A Bra is the dual of a Ket [R426]. This class and its subclasses will be the main classes that users will use for expressing Bras in Dirac notation.
Parameters: args : tuple
The list of numbers or parameters that uniquely specify the ket. This will usually be its symbol or its quantum numbers. For time-dependent state, this will include the time.
References
[R426] (1, 2) http://en.wikipedia.org/wiki/Bra-ket_notation Examples
Create a simple Bra and look at its properties:
>>> from sympy.physics.quantum import Ket, Bra >>> from sympy import symbols, I >>> b = Bra('psi') >>> b <psi| >>> b.hilbert_space H >>> b.is_commutative False
Bra’s know about their dual Ket’s:
>>> b.dual |psi> >>> b.dual_class() <class 'sympy.physics.quantum.state.Ket'>
Like Kets, Bras can have compound labels and be manipulated in a similar manner:
>>> n, m = symbols('n,m') >>> b = Bra(n,m) - I*Bra(m,n) >>> b -I*<mn| + <nm|
Symbols in a Bra can be substituted using
.subs
:>>> b.subs(n,m) <mm| - I*<mm|
-
class
sympy.physics.quantum.state.
TimeDepState
[source]¶ Base class for a general time-dependent quantum state.
This class is used as a base class for any time-dependent state. The main difference between this class and the time-independent state is that this class takes a second argument that is the time in addition to the usual label argument.
Parameters: args : tuple
The list of numbers or parameters that uniquely specify the ket. This will usually be its symbol or its quantum numbers. For time-dependent state, this will include the time as the final argument.
-
label
¶ The label of the state.
-
time
¶ The time of the state.
-
-
class
sympy.physics.quantum.state.
TimeDepBra
[source]¶ General time-dependent Bra in quantum mechanics.
This inherits from TimeDepState and BraBase and is the main class that should be used for Bras that vary with time. Its dual is a TimeDepBra.
Parameters: args : tuple
The list of numbers or parameters that uniquely specify the ket. This will usually be its symbol or its quantum numbers. For time-dependent state, this will include the time as the final argument.
Examples
>>> from sympy.physics.quantum import TimeDepBra >>> from sympy import symbols, I >>> b = TimeDepBra('psi', 't') >>> b <psi;t| >>> b.time t >>> b.label (psi,) >>> b.hilbert_space H >>> b.dual |psi;t>
-
class
sympy.physics.quantum.state.
TimeDepKet
[source]¶ General time-dependent Ket in quantum mechanics.
This inherits from
TimeDepState
andKetBase
and is the main class that should be used for Kets that vary with time. Its dual is aTimeDepBra
.Parameters: args : tuple
The list of numbers or parameters that uniquely specify the ket. This will usually be its symbol or its quantum numbers. For time-dependent state, this will include the time as the final argument.
Examples
Create a TimeDepKet and look at its attributes:
>>> from sympy.physics.quantum import TimeDepKet >>> k = TimeDepKet('psi', 't') >>> k |psi;t> >>> k.time t >>> k.label (psi,) >>> k.hilbert_space H
TimeDepKets know about their dual bra:
>>> k.dual <psi;t| >>> k.dual_class() <class 'sympy.physics.quantum.state.TimeDepBra'>
-
class
sympy.physics.quantum.state.
Wavefunction
[source]¶ Class for representations in continuous bases
This class takes an expression and coordinates in its constructor. It can be used to easily calculate normalizations and probabilities.
Parameters: expr : Expr
The expression representing the functional form of the w.f.
coords : Symbol or tuple
The coordinates to be integrated over, and their bounds
Examples
Particle in a box, specifying bounds in the more primitive way of using Piecewise:
>>> from sympy import Symbol, Piecewise, pi, N >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x = Symbol('x', real=True) >>> n = 1 >>> L = 1 >>> g = Piecewise((0, x < 0), (0, x > L), (sqrt(2//L)*sin(n*pi*x/L), True)) >>> f = Wavefunction(g, x) >>> f.norm 1 >>> f.is_normalized True >>> p = f.prob() >>> p(0) 0 >>> p(L) 0 >>> p(0.5) 2 >>> p(0.85*L) 2*sin(0.85*pi)**2 >>> N(p(0.85*L)) 0.412214747707527
Additionally, you can specify the bounds of the function and the indices in a more compact way:
>>> from sympy import symbols, pi, diff >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x, L = symbols('x,L', positive=True) >>> n = symbols('n', integer=True, positive=True) >>> g = sqrt(2/L)*sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.norm 1 >>> f(L+1) 0 >>> f(L-1) sqrt(2)*sin(pi*n*(L - 1)/L)/sqrt(L) >>> f(-1) 0 >>> f(0.85) sqrt(2)*sin(0.85*pi*n/L)/sqrt(L) >>> f(0.85, n=1, L=1) sqrt(2)*sin(0.85*pi) >>> f.is_commutative False
All arguments are automatically sympified, so you can define the variables as strings rather than symbols:
>>> expr = x**2 >>> f = Wavefunction(expr, 'x') >>> type(f.variables[0]) <class 'sympy.core.symbol.Symbol'>
Derivatives of Wavefunctions will return Wavefunctions:
>>> diff(f, x) Wavefunction(2*x, x)
-
expr
¶ Return the expression which is the functional form of the Wavefunction
Examples
>>> from sympy.physics.quantum.state import Wavefunction >>> from sympy import symbols >>> x, y = symbols('x, y') >>> f = Wavefunction(x**2, x) >>> f.expr x**2
-
is_commutative
¶ Override Function’s is_commutative so that order is preserved in represented expressions
-
is_normalized
¶ Returns true if the Wavefunction is properly normalized
Examples
>>> from sympy import symbols, pi >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x, L = symbols('x,L', positive=True) >>> n = symbols('n', integer=True, positive=True) >>> g = sqrt(2/L)*sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.is_normalized True
-
limits
¶ Return the limits of the coordinates which the w.f. depends on If no limits are specified, defaults to
(-oo, oo)
.Examples
>>> from sympy.physics.quantum.state import Wavefunction >>> from sympy import symbols >>> x, y = symbols('x, y') >>> f = Wavefunction(x**2, (x, 0, 1)) >>> f.limits {x: (0, 1)} >>> f = Wavefunction(x**2, x) >>> f.limits {x: (-oo, oo)} >>> f = Wavefunction(x**2 + y**2, x, (y, -1, 2)) >>> f.limits {x: (-oo, oo), y: (-1, 2)}
-
norm
¶ Return the normalization of the specified functional form.
This function integrates over the coordinates of the Wavefunction, with the bounds specified.
Examples
>>> from sympy import symbols, pi >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x, L = symbols('x,L', positive=True) >>> n = symbols('n', integer=True, positive=True) >>> g = sqrt(2/L)*sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.norm 1 >>> g = sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.norm sqrt(2)*sqrt(L)/2
-
normalize
()[source]¶ Return a normalized version of the Wavefunction
Examples
>>> from sympy import symbols, pi >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x = symbols('x', real=True) >>> L = symbols('L', positive=True) >>> n = symbols('n', integer=True, positive=True) >>> g = sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.normalize() Wavefunction(sqrt(2)*sin(pi*n*x/L)/sqrt(L), (x, 0, L))
-
prob
()[source]¶ Return the absolute magnitude of the w.f., \(|\psi(x)|^2\)
Examples
>>> from sympy import symbols, pi >>> from sympy.functions import sqrt, sin >>> from sympy.physics.quantum.state import Wavefunction >>> x, L = symbols('x,L', real=True) >>> n = symbols('n', integer=True) >>> g = sin(n*pi*x/L) >>> f = Wavefunction(g, (x, 0, L)) >>> f.prob() Wavefunction(sin(pi*n*x/L)**2, x)
-
variables
¶ Return the coordinates which the wavefunction depends on
Examples
>>> from sympy.physics.quantum.state import Wavefunction >>> from sympy import symbols >>> x,y = symbols('x,y') >>> f = Wavefunction(x*y, x, y) >>> f.variables (x, y) >>> g = Wavefunction(x*y, x) >>> g.variables (x,)
-


swap_digger- swap_digger is a bash script used to automate Linux swap analysis for post-exploitation or forensics purpose. It automates swap extraction and searches for Linux user credentials, Web form credentials, Web form emails, HTTP basic authentication, WiFi SSID and keys, etc.


C5 Corvette
Specs (Hardtop version)
Price |
$38,197 |
Top Speed |
175mph |
Acceleration |
|
Engine |
|
0-30mph |
2.0sec |
Type |
V8, 16valve OVH |
0-60mph |
4.8sec |
Displacement |
5.7L(5665cc) |
0-100 |
11.7 |
Power |
345hp@5600rpm |
1/4 mile |
13.3sec/109.3mph |
Torque |
350 lbs-ft@4400rpm |
Weight |
3,153 lbs |
Handling |
|
Gas mileage |
|
Skidpad |
.90g |
City |
18mpg |
600ft slalom |
68.1mph |
Highway |
28mpg |
Powertrain |
Front engined, rear wheel drive, 6 speed manual |
(? = incomplete data or unverified info, N/A = info Not Available)
Beyond the specs:
The Chevrolet C5 Corvette, the classic American sports car in its latest iteration, a great improvement over its predecessor. A Corvette in which the term refined can be freely while allowing it to keep its musclecar image. This Corvette is faster, more comfortable, more refined, and now actually handles very well. This car belongs here because it offers excellent performance at a bargain price ($40,000!). Moreover, as Callaway has shown, its has even greater performance potential and since it is so famous there are many after market modifications available for it. In addition, it now comes with a stability control system to prevent spinouts and understeer. Therefore, if you do not want to have to spend over $50,000 (even the convertible cost less than that) and want the performance of a true sports car then this car will fit you perfectly.
~Oracle


Certified Clinical Trauma Professional
Master of Social Work, Washington University
<EMAIL_ADDRESS>Office Hours
Monday–Thursday 3:30pm–7:30pm
Christina has been practicing in Lincoln since 2014. She takes an open approach to therapy, creating a safe space for clients to share their experiences. She specializes in working with trauma survivors and those dealing with thoughts of suicide or self-harm. In an effort to provide counseling for clients that are unable to get to the office due to transportation difficulties, lack of childcare, being homebound, or living in a rural community, Christina provides online therapy services for those whose insurance covers telehealth sessions.
Christina loves being outdoors: camping, hiking, stargazing, and going on family walks with her husband and daughter. She enjoys spending time with friends, reading, playing board games, and traveling. She especially likes taking her deaf pup Washburn and blind pup Mickey to splash through the creek at the dog park.
Please complete forms before your appointment


Mark Thompson is the founding member of Mark Thompson Law Office PLC.
Mark graduated from the University of Iowa College of Law in 1990. After law school he clerked for the late hon. James Andreasen on the Iowa Supreme Court. Mark has 30 years of experience in both private practice and in government practice.
Business Entity Formation
Civil Litigation
Governmental Practice
Administrative Law and Appeals
Contracts
Non-profit Entity Law
Land Usage/Zoning Issues
Civil Appeals
Home Owner Association (HOA) Matters
The determination of the need for legal services and the choice of a lawyer are extremely important decisions and should not be based solely upon advertisments or self- proclaimed expertise.
A description or indication of limitation of practice does not mean that any agency or board has certified such lawyer as a specialist or expert in an indicated field of law practice, nor does it mean that such lawyer is necessarily any more expert or competent than any other lawyer. All potential clients are urged to make their own independent investigation and evaluation of any lawyer being considered.
This notice is required by rule of the Supreme Court of Iowa.
Have a legal problem or question?


I think, without a doubt, that the complex design is more successful. One of the points that I made during my last assignment's write up was that I aspire to a sense of minimalism in design. That still remains true, but minimalism still needs to use a wide variety of design methods to communicate use. Without the tools of hue, typography and scale you can only get so far. Using grid and layout effectively is important and can achieve many goals, but using all (or most) of these tools in coordination is hugely important. That might seem to contradict my argument for minimalism, but I would argue that minimalism isn't the absence of design styles, it's the effective and subtle use of them. So, for example, adding italics to my figure caption, colour to my headings and menu items, and a stronger, more legible font to my text are all design choices that are quite minimal, but hopefully effective to further communicate the purpose of each block of content.


Your browser version: Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/59.0.3071.115 Safari/537.36
Currently Firefox 22+ and Google Chrome 26.0.1403.0 or above is required.
For more up to date compatibility
information see
PeerJS WebRTC
StatusNote that this demo may also fail if you are behind
stringent firewalls or both you and the remote peer and behind symmetric
NATs.
Connection status:
Socket open


Use this button to analyze a single unicode symbol. It will show code points and other relevant information.
Checks a string for any :placeholders: and returns the HTML markup for it
Checks a string for any emoji and replaces them with the correct :placeholders:


August 2020 - Interview recorded for HOT NEW TECH podcast episode
July 2020 - Interview published on 'What is Augmented Reality?' book
June 2020 - Became Invited Expert at W3C (APA Working Group, RQTF)
June 2020 - Published AR.js Studio Beta version
March 2020 - Released AR.js 3 featuring: new Docs, new Repo, Image Tracking
January 2020 - First teaching experience at post-graduate "Fitstic Bologna", Agile Development Course and Web XR introduction
December 2019 - Collaborated to release the first OSS Web AR Image Tracking framework ever (jsartoolkit5)
September 2019 - Added Location Based Web AR to AR.js, released AR.js 2
July 2019 - GeoAR.js released, first OSS Location Based Web AR library ever
2018 - Became contributor of AR.js, wrote first Medium posts about AR.jsSeptember 2017 - Joined Chialab srl as frontend developer on Web projects
February 2017 - Master Degree in Software Engineering in Bologna, started working as Full Stack Developer at SCAI Consulting
2016 - First working experiences as freelancer
October 2014 - Bachelor Degree in Software Engineering in Cesena, moved to Bologna
Blog posts can be found on the Medium page. Full list of talks can be found at Linkedin profile. OSS projects can be found at the Github profile page. Please check the contacts for all the references.


The capital city of Kerala, Thiruvananthapuram or Trivandrum is an appealing blend of a strongly rooted heritage and a nostalgic colonial legacy. Built upon seven hills, this city has long since left the days when it was only used by seafaring explorers behind - today, Trivandrum is a swanky metropolis with quaint urban charm and plenty of scenic places to visit. Proudly retaining its age-old cultural charm, Trivandrum offers a huge variety of sights including incredible museums, beautifully designed palaces, sacred temples and mesmerizing beaches, making the city one of the best tourist spots in South India. The Padmanabhaswamy temple (also known as Anantha Padmanabhaswamy temple), is a must-visit temple of India. Other famous temples in Trivandrum include the Attukal Bhagawati temple, the Aazhimala Siva Temple, the Karikkakom Chamundi Devi Temple, and the Pazhavangadi Ganapathy Temple. The city is home to a few museums such as the Kuthiramalika Palace Museum and the Napier Museum. The Kuthiramalika Palace Museum is situated close-by to the Padmanabhaswamy temple. Renowned for its Travancore styled architectural features and its structural elegance, this museum houses priceless paintings, traditional furniture, and other collections of the royal family.
Famous for its Lion and Deer Safari, Neyyar Wildlife Sanctuary is a treat for nature enthusiasts. The park houses a crocodile farm and elephant rehabilitation centre. Ask for a guided tour of the sanctuary which is quite informative.
One of the 108 Divya Desams, Sree Padmanabhaswamy Temple is located in Thiruvananthapuram, the capital city of Kerala. Embellished in gold-plated covering, the temple is opened only to Hindu followers. Dedicated to Lord Padmanabha; one of the avatars of Lord Vishnu, the Padmanabhaswamy Temple is one of the principal centres of Vaishnava worship in the dharma of Vaishnavism.
Poovar, a small coastal village along the natural harbour at Vizhinjam, is believed to have been the place called 'Ophir' where the ships of the biblical king Solomon had arrived. It was then an important center of trade for sandalwood, spices and timber.
Close to the Napier Museum, the Kanakakunnu Palace was built under the rule of Travancore King. Today, the palace is host to plethora of cultural programs that are held on its premises.
October to February is the best time to visit Trivandrum, as the winters bestow the place with the most pleasant weather in the entire year. The summers are hot and humid and can be a little uncomfortable. The monsoons, on the other hand, are relatively cooler.


Deconstructing Harry (1997)
A movie review by Michael J. Legeros Copyright 1998 by Michael J. Legeros
(Fine Line) Directed by Woody Allen Written by Woody Allen Cast Woody Allen, Judy Davis, Elizabeth Shue, Kirstie Alley, Bob Balaban, Hazelle Goodman, Eric Lloyd, Billy Crystal, Richard Benjamin, Demi Moore, Julie Louis-Dreyfus, Stanley Tucci, Robin Williams MPAA Rating "R" (presumably for language and nudity) Running Time 98 minutes Reviewed at The Colony Theatre, Raleigh, NC (09JAN98)
==
Woody Allen's new comedy is funny, thank goodness, 'cause it ain't moving, charming, or even particularly believable. For starters, he's miscast himself. Allen lacks the... gravity to effectively portray Harry Block, a pill-poppin', booze-swillin', whore-frequenting, thrice- married bestselling author to whom the following is happening: (a.) he's suffering from writer's block, (b.) he's enduring the wraith of friends and family members who take offense to his habit of basing his work on his life, and (c.) he's now being visited by those semi-fiction- al creations. (Initially, Allen cuts between scenes from Block's life and scenes from Block's stories. Later, he begins blending both.) Smaller roles are filled by a dozen other stars, the spotting of which is as distracting as the fact that they rarely come alive in their roles. (Too often, the film feels like a stage play, with actors hurling monologues-- or, Allen's case, one-liners-- at each other.)
The anxious, almost frantic pace is also a challenge, as is trying to keep track of which ex-wife, ex-girlfriend, or other love interest is being referenced in a given scene. (And really, Woody, isn't it about time to start casting *older* actresses for these parts?) Admittedly, the movie *is* side-splitting. (My faves: gags on Death, Hell, and Darth Vader.) And it's profane! (How many blowjob jokes did you count?) Too bad it's so empty.  One question: why is Billy Crystal the only actor who plays both his char- acter and the fictional take on his character? He gives a devilishly good performance, though...
Grade: B-
-- Mike Legeros - Movie Hell http://www.nonvirtual.com/hell
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


I am currently working in Smart Materials Structures and Systems lab at IIT Kanpur under Prof. Bishakh Bhattacharya. The focus of my research work is on development of medical technologies at the intersection of mechatronics and materials. My objective is to further explore these applications in a graduate program. I have a diverse research background from automotive research to open source hardware development.
If you are interested in discussing my work please drop me an email at<EMAIL_ADDRESS>"I have a diverse "ko replace with "I come from a diverse"
I invite you to explore the pages on my site to better get an idea of what I am like as an engineer and a person. Additionally, information can be found on my current resume or CV.


WITNESS LIST Economic Development Committee (Subcommittee on Joint Welfare and Workforce Reform) October 28, 1997-10:00A Welfare & Workforce Reform On: Baylor, Hazel (Texas Workforce Comm.) Fuller, John (Texas Workforce Comm.) Klingelhoffer, Jay (Texas Workforce Comm.) Lee, Greg (Texas Workforce Comm.) Macias, Luis (Texas Workforce Comm.) Sheridan, Mike (Texas Workforce Comm.) Townsend, Randy (Texas Workforce Comm.)


With the goal of making art theory and art history relevant, necessary, and accessible, this lecture series brings together writers, curators, and artists to discuss narratives of the historically marginalized. These digital posters, distributed via email, take advantage of their intimate scale, as a series of provocative questions intentionally overwhelms the small screen.
This annual conference brings together a wide-ranging group of scholars engaging everything from Darwin to Deconstruction, hip hop to the Whole Earth Catalog. The conference's heterogeneous subject matter inspired an identity built on deadpan, semi-absurd juxtapositions.
A video detailing the methodology behind creating a visual 'superstructure' of connections generated by Headlands' database of artists.


--- layout: about title: About permalink: /about/ ---
I am currently a Data Scientist at SparkBeyond, an AI-focused solutions company that works directly with Fortune 500 companies to solve their hardest business problems. Prior to this, I worked at BFA, a niche financial inclusion global advisory firm, on the Quantitative Analytics & Inclusive Fintech team.
Previously, I focused on the monitoring and evaluation (M&E) of international health programs. I am an experienced manager and technical advisor, having overseen program and research field teams in South Sudan, Bangladesh, and South Africa. My scientific publications are on PubMed.
I am a Contributor at Towards Data Science and a Python mentor at codebar.
MIT and Hopkins trained in quantitative and qualitative methods.
I am also an alumna of the Metis Data Science bootcamp.
My family owns a popular kitchen remodeling business.
Proud member of EFF.
Conversant in Spanish (advanced) and French (beginner).
Hosted by GitHub Pages, built on Jekyll Solid and Bootstrap
Color scheme inspired by the PANTONE Color of the Year 2018
Open web-fonts: Open Sans and Lato
Images/GIFs edited in Adobe Photoshop
HTML/CSS/JS/Liquid/YAML edited with Sublime Text/Notepad++


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{% extends 'calaccess_website/base_with_top.html' %} {% load calaccess_website_tags %} {% block title %}{{ year.year }} - Downloads - {{ block.super }}{% endblock%} {% block meta %} {% endblock %} {% block breadcrumbs %} {{ block.super }}
All {{ year|date:"Y" }} release{{ latest|length|pluralize }} of CAL-ACCESS, the government database that tracks campaign finance and lobbying activity in California politics. Latest release »
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Here at The Boulevard, we pride ourselves in our ability to provide the best party experiences you could ever imagine or ask for.
Mayfair is notorious for its famous Clubs, as well as the fantastic nightlife it contains in the Central London area. Founded in late 2012 by Edi and Kelly Wood, The Boulevard kicked off with weekly events in the heart of Mayfair, hosting weekly events and guest-lists at spots like The Rose Club and Whiskey Mist.
Eventually moving on from the limits of only weekly nights out in the capital, we graduated to organising bespoke events, from barbeques and cook outs, to brunch and day parties, whilst throwing together the odd concert or two to make things interesting.
If you’re looking for a good time for a night out on the town, look no further than at our diverse nights out, as we promise to leave you with a wonderful after taste. If that’s not for you or you’d like to have a unique experience built around you, our services are available for hire.
Anyway enough talking…. Welcome to The Boulevard! Jump on in and have a look around, the waters fine! Have a look at our past events, check out the team, or click the links and check out our social media! Use the contact box to get in touch if you’d like information about attending an event or making use of our services!


[1]
free Wireless internet in the mornings is nice.
[2]
free wireless Internet access was not free Wireless.


SecureLogConfig
@interface SecureLogConfig : NSObject
The class to provide initialisation function to initialise SecureLog config, it takes the parameters from SecureLogConfigComponents. All of parameters is read-only and can’t be changed after the initWithConfigComponentsBuilder function is called
-
Get the config file Id.
Declaration
Objective-C
@property (nonatomic, strong, readonly) NSString *_Nonnull fileID;
-
Get the config public key modulus.
Declaration
Objective-C
@property (nonatomic, strong, readonly) NSData *_Nonnull publicKeyModulus;
-
Get the config public key exponent.
Declaration
Objective-C
@property (nonatomic, strong, readonly) NSData *_Nonnull publicKeyExponent;
-
Get the config logs directory.
Declaration
Objective-C
@property (nonatomic, strong, readonly) NSURL *_Nonnull directory;
-
Get the config rolling file max count.
Declaration
Objective-C
@property (nonatomic, readonly) NSUInteger rollingFileMaxCount;
-
Get the config rolling size.
Declaration
Objective-C
@property (nonatomic, readonly) NSUInteger rollingSizeInKB;
-
Get the config log level.
Declaration
Objective-C
@property (nonatomic, readonly) SecureLogLevel logLevel;
-
Unavailable
There is no direct init function available. The init function shall be done via SecureLogConfigComponents and return SecureLogConfig object to use
Declaration
Objective-C
- (nonnull instancetype)init;
-
Init secure log config with components builder
Declaration
Objective-C
- (nonnull instancetype)initWithConfigComponentsBuilder: (nonnull void (^)(SecureLogConfigComponents *_Nonnull))componentsBuilder;
Parameters
componentsBuilder
components builder.
Return Value
Instance of secure log config.


|
Niki's DB
|
#include <Table.h>
Public Member Functions | |
| Table (const char *name, ColumnTemplate **columns, int capacity, int numOfCol, std::string sourceFile) | |
| Table (Table const &other) | |
| Table & | operator= (Table const &other) |
| char * | getName () const |
| int | getSize () const |
| ColumnTemplate ** | getColumns () const |
| int | getMaxColumnSize () |
| std::string | getFileName () const |
| void | copy (const char *name, ColumnTemplate **columns, int capacity, int numOfCol, std::string sourceFile) |
| void | destroy () |
| void | getColumnTypes () const |
| void | print () const |
| prints the whole table. | |
| void | printRow (int rowIndex) const |
| void | printColumnNames () const |
| used by print | |
| void | tableSelect (int column, std::string searchedValue) const |
| searches in the given column for the searchedValue and prints all the rows with that value | |
| void | updateCells (int columnId, std::string searchValue, int targetColumnId, std::string targetValue) |
| void | addColumn (std::string colName, std::string colType) |
| void | addRow (std::vector< std::string > RowValues) |
| void | deleteRow (int columnId, std::string searchValue) |
| void | setName (std::string newName) |
| void | countRows (int columnId, std::string searchedValue) |
| Counts the rows in a table that contain the searched value in the respective column. | |
| void | aggregate (int searchColumnId, std::string searchValue, int targetColumnId, std::string operation) |
| void | serialize (std::ostream &out) const |
| void | deserialize (std::istream &in, std::string sourceFile) |
| void | addColumnSupportFunction (ColumnTemplate *newCol) |
The table class is made up of columns from different typse (int, double string) which the user can manipulate. The numOfCol variable is the table size
| void Table::addColumn | ( | std::string | colName, |
| std::string | colType | ||
| ) |
Generates a column of a the given types and sends it to the columnSupportFunction so it can add it to the double pointer array.
| void Table::addColumnSupportFunction | ( | ColumnTemplate * | newCol | ) |
Receives a new column and adds it to the double pointer array.
| void Table::aggregate | ( | int | searchColumnId, |
| std::string | searchValue, | ||
| int | targetColumnId, | ||
| std::string | operation | ||
| ) |
The function performs an operation on n number of cells. n depends on the searchColumn and the search value you are trying to find in that column. On all rows the value is found, the operation is performed on the respective cells from the target column
| void Table::updateCells | ( | int | columnId, |
| std::string | searchValue, | ||
| int | targetColumnId, | ||
| std::string | targetValue | ||
| ) |
The function uses a columnId and a searchValue he wishes to search for in that column. Once the value is found on the same row, but in the targetColumn, the value is changed to the targetValue.


API calls with AngularJS
02 Apr 2016How it all started:
Few days ago I wanted to learn AngularJS. So I decided to start on building a small app with Hacker News APIs. So I started with the Angular Seed Project. I read a little bit in the angularjs documentation to get a little idea.
Objective:
Render the top 20 new stories
and top stories
from HackerNews.
How I realized the problem:
However very soon I was stuck with making an API call. Most of the examples I felt were not complete. Countless googling, reading blogs and a few days later I figured why where I went wrong. The problem was that none of the examples I found made it extremely simple for a newbie user. I for one ain't an expert in Javascript. I know nothing about a front-end framework.
Assuming you have read about Controllers, Factories and Services I will skip them. if you have not read about them I suggest you do read them first.
How I solved it:
I used the angular-seed project to get started. It uses bower and npm together. In case you are not aware of bower, its just another package manager in the incredibly fragmented Javascript world.
To declare any element as ng-app
means that element is the portion of the code where the angular application can perform any action.
I declare my ng-app with the tag like this:
html

I broke down the two views into view1 and view2 and used ng-include
to inject them.

Going inside view1 which is a directory located in app/view1
we have a view1_test.js
, view1.html
and view1.js
. In this article we will focus on only view1.html
. Lets dive into the code of view1.html
.

I also created two files called controllers.js
and factories.js
inside app/js
. Its declared in index.html
as

Initially I had written all the js code in app.js
. However after managing to figure out things I decided to make the code a bit cleaner and separation of concerns.
When the html code invokes the controller nsCtrl
it runs the controller from controllers.js
(function(){
'use strict';
var app = angular.module('myApp');
app.
//define controller
// New Stories
controller('nsCtrl',['nsFactory','$scope',function(nsFactory, $scope){
nsFactory.getNewStories().then(function(response){
$scope.nsitems = response; //Assign data received to $scope.data
});
}]);
})();
The nsCtrl
controller calls nsFactory
method getNewStories
.
(function(){
'use strict';
var app = angular.module('myApp');
app
// New Stories
.factory('nsFactory',['$http',function($http){
var ids = [];
var nsList = [];
return {
getNewStories : function(){
return $http.get('https://hacker-news.firebaseio.com/v0/newstories.json?print=pretty').then(function(response){ //wrap it inside another promise using then
ids = response.data;
var getStoryDetails = function(id){
var u1 = 'https://hacker-news.firebaseio.com/v0/item/';
var u2 = id.toString();
var u3 = '.json?print=pretty';
var url = u1 + u2 + u3;
return $http.get(url).then(function(response) { //wrap it inside another promise using then
nsList.push(response.data);
return response.data; //only return friends
});
};
for(var i = 0; i < 20; i++){
getStoryDetails(ids[i]);
}
return nsList;
});
}}}])
})();
To get the list of new stories from hacker-news we call need to utilize two APIs. The first one returns an array of new stories with id(with a length of 500). The second one with an id returns a story.
The getNewStories
method calls the first API and then iterates through the array to get each story object and store it in an array called nsList
. The factory functions then return the list to the controller using $scope
.
In view1.html now we utilise the data received by the controller by inserting the following as shown.

 New Stories

Finally, we use ng-repeat
to iterate through the list and use each item to print the url and title.
I used the same concept in case of view2
where I populate with Top Stories
.
Thats it! Tweet and tell me if I managed to make your life easy.
For reference to the full code look at https://github.com/rmad17/angular-yc-news.


The DMX USB plugin supports a variety of FTDI-based USB-to-DMX devices:
DMX USB devices should be automatically detected from QLC+ and displayed in the input/output panels list.
If for some reason the auto-detection fails, you can "force" the type of your DMX USB adapter manually.
Click on the name of your device and open the configuration dialog by clicking on
the icon on the bottom-right side of the panel.
You will see a list of DMX USB devices currently connected to your computer. Each one has a drop down menu
where you can force the device type.
Here's the meaning of each one:
On all Linux distributions, you need to install libftdi. If you install QLC+ with the Ubuntu
Software Center or some other automatic installer tool, this library will be installed
automatically for you.
In some cases, if the device doesn't output anything, it might be useful to add your user
to the "dialout" group with the following command:
sudo adduser your_user_name dialout
On the Apple Mac OS X, you don't need any drivers at all since QLC+ uses the OS X native USB
interface. Installing the D2XX drivers should cause no harm, but DO NOT INSTALL VCP drivers as they will definitely interfere
with QLC+. If you have previously installed the VCP drivers, consult the
FTDI installation guides on how to uninstall them.
OSX Mavericks issues: The problem is in a new Apple USB driver. The procedure to disable it follows below.
Please note that this can compromise the behaviour of other USB devices, so do it only
if you know what you're doing!
From a terminal type the following commands:
cd /System/Library/Extensions/IOUSBFamily.kext/Contents/PlugIns sudo mv AppleUSBFTDI.kext AppleUSBFTDI.disabled sudo touch /System/Library/Extensions
On Microsoft Windows, the plugin needs the latest D2XX drivers from FTDI. Consult the FTDI installation guides on how to install the drivers. DO NOT INSTALL VCP drivers as they will probably interfere with the D2XX interface.
Following a grid showing the IO modes supported by QLC+ for devices like DMX USB Pro and Pro Mk2.
If a mode is not listed here, it means it is not supported by QLC+ or the device itself because of hardware limitations,
so please do not report them as issues in the QLC+ forum.
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
| DMX1 IN | o | o | o | o | o | |||||||||
| DMX1 OUT | o | o | o | o | o | |||||||||
| DMX2 OUT (1) | o | o | o | |||||||||||
| MIDI IN (2) | o | o | o | o | o | o | ||||||||
| MIDI OUT (2) | o | o | o | o | o | o |
Note: Manual tuning should never be performed except for some very particular cases. Use it at your own risk !
It is possible to change the DMX frame frequency for Enttec Open (and like) devices with a
hidden settings key on each platform. The key tells QLC+ how many times each DMX frame (512 channels)
should be sent to the universe per second. A value of "30" means 30 times per second (30Hz).
Please refer to the Manual parameters tuning DMX USB Enttec Open section


Fundamentals of
Data Analytics and
Predictions
ROC
Xi (Rossi) LUO
Department of Biostatistics and Data Science
School of Public Health
The University of Texas Health Science Center at Houston
TP, TN, FP, FN
- TP: predicted positive (1) and indeed true positive (1)
- TN: predicted negative (0) and indeed true negative (0)
- FP: predicted positive but actually true negative
- FN: predicted negative but actually true positive
ISL Table 4.6
ROC-Receiver Operator Characteristic Analysis
- The statistical evaluation of medical tests for Classification & Prediction
- $D$ = outcome (disease) or true outcome
- $Y$ = test result (can be output from classifier) or prediction
- TPF = true positive fraction = TP/P = TP /(TP + FN)
- FPF = false positive fraction = FP/N = FP / (FP + TN)
- FNF = false negative fraction = FN/P = 1 - TPF
- TNF = true negative fraction = TN/N = 1 - FPF
- aka: TPR, FPR, FNR, TNR, R=rate
Sensitivity and Specificity Example
- Let $D = 1$ if patient has a positive biopsy.
- Sensitivity = 16/30 = 53%
- Specificity = 900/1000 = 90%
ROC Curve
- Let Y be a continuous test where larger Y more indicative of disease
- $P(D=1\mid Y)$ increasing in $Y$
- Looks at (specificity, sensitivity) pairs for all thresholds on $Y$ where + test is $Y \ge C$
- TPF(c) = $P(Y \ge C\mid D=1)$
- FPF(c) = $P(Y \ge C\mid D=0)$
- ROC(c) = $\{$(FPF(c), TPF(c)); $c \in (-\infty, \infty)\}$
ROC Demo
- Puts different biomarkers on a common relevant scale
- Invariant to monotone increasing transformations of $Y$
- Shown entire range of possible performance
Summary Statistics of ROC Curves
- AUC
- ROC (t) at a t of interest (FPF)
- Partial AUC
Area Under The ROC Curve
$AUC=\int_{0}^{1} ROC(t)dt=average(TPF)$
- Ideal: $AUC=$
- Useless: $AUC=$
- $AUC=P(Y_D \ge Y_{\bar D})$
$=P$(correct ordering for random case and control pair), where $Y_D=Y$ of cases,$Y_{\bar D} =Y$ of
controls
Wilcoxon-type concordance probability can calculate confidence interval using Somers' $D_{xy}$ Rank
correlation
ROC(t) at a t of Interest
- (also could be specificity at a sensitivity of interest)
$var(\widehat {ROC}_e(t))=\frac{ROC(t)\{1-ROC(t)\}}{n_D}+(ROC'(t))^2 \frac{t(1-t)}{n_{\bar D}}$
C.I. for ROC(t)
- 1. $\widehat {ROC}_e(t) \pm z_{\frac{\alpha}{2}} \sqrt{\widehat {var}}$
- 2. Use Bootstrap
- Resample with replacement $n_D$ cases and $n_{\bar D}$ controls
- Calculate $\widehat {ROC}(t)$ for new data
- Repeat $B$ times $\{ \widehat {ROC}^1(t), \dots, \widehat {ROC}^B(t) \}$
- C.I. are the $\frac{\alpha}{2}$ and $1-\frac{\alpha}{2}$ quantiles
Note: if several observations come from the same unit (e.g. patient), cluster by that unit (sample patient,
not observation)
$\rho AUC$
$\rho AUC(a,b)=\int_{a}^{b} ROC(f)df$
- $\frac{\rho AUC}{t}=$ TPF averaged over FPF$\in (a,b)$, where $(a,b)$ is a clinically relevant range of
FPFs
- Compromise between $AUC$ & $ROC(t)$
- Can use bootstrap to compute confidence intervals
Comparison of ROC Summary Statistics
- AUC is widely used, but not clinically relevant and hard to show an increase in AUC for another test
- $ROC(t)$ is very interpretable, but does not use all of ROC curve data
- $\rho AUC$ is a compromise
Binormal ROC curve
- Fit a binormal distribution to the ROC curve
$Y_{\bar D} \sim N(\mu_{\bar D}, \sigma_{\bar D}^2), Y_D \sim N(\mu_D, \sigma_D^2)$
$ROC(t)=\Phi (a+b\Phi^{-1}(t))$
where $a=\frac{(\mu_D-\mu_{\bar D})}{\sigma_D}$, $b=\frac{\sigma_{\bar D}}{\sigma_D}$
Binormal assumption:
$g(Y_{\bar D}) \sim $ Normal
$g(Y_D) \sim $ Normal for some transformation $g$
Area Under The ROC Curve
- $t_k$: 1-specificity
- $y_k$: threshold
- $ROC(t_k)=\Phi (a+b\Phi^{-1}(t_k))$
- Can fit with probit regression with response $U_k=I(Y>y_k)$ and covariate $\Phi ^{-1} (t_k)$
Binormal vs. Empirical ROC Curve
- Binormal is smooth, statistically more efficient, but depends on (weak) assumptions
- If marker is ordinal $\rightarrow$ binormal
- To compute sample for a study $\rightarrow$ binormal
- ROC regression analysis (w/covariates) $\rightarrow$ binormal
- ROC curve for continuous data $\rightarrow$ empirical
ROC Curve
Software for ROC Analyses


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