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{{ partial "meta" . }} {{ partial "header_includes" . -}}
Ylenia Saitta is currently studying Media at Queen Margaret University in Edinburgh.
Check the Portfolio page for some of her work.


| goog.ui.RoundedCorners |
|
servletUri
:
The uri to the RoundedCornerServlet for fetching the rounded corner images.
|
|
colorStyleFor_(side)
⇒
Get the CSS style for a given side with the current diplay parameters.
Will return either a background or border color
|
code » | ||
|
createUri_(corner)
⇒
Returns the image Uri for a specific corner image.
|
code » | ||
|
getBackgroundColor()
⇒
Returns the background color
Returns:
The color in hex format or null for transparent.
|
code » | ||
|
getBackgroundHtml()
⇒
Returns the HTML for a relatively positioned DIV that includes four
absolutely positioned DIVs for the corner images and a DIV for the content.
Returns:
The html of the table.
|
code » | ||
|
getBorderHtml()
⇒
Returns the HTML of a 9-cell table (when all corners are needed) that uses
transparent images in the corners, a solid color on the sides, and the
content in the middle cell.
Returns:
The html of the table.
|
code » | ||
|
getBorderThickness()
⇒
Returns the border thickness. The height and width specifies the width and
height of the corner images that form the arcs. The height dictates the
thickness of the top and bottom borders and width dicates the thickness of
the left and right borders.
Returns:
The border size.
|
code » | ||
|
getColor()
⇒
Returns the foreground color
Returns:
The color in hex format.
|
code » | ||
|
getContent()
⇒
Returns the content of the borders
Returns:
The content of the borders.
|
code » | ||
|
getCornerStyle_(corner)
⇒
Returns the background image style string that uses AlphaImageLoader for IE6
and background-images for other browsers
|
code » | ||
|
getCornersToShow()
⇒
Returns which corners to show
Returns:
The corners to show.
|
code » | ||
|
getCtx_()
⇒
Returns the context object used by the template mechanism
Returns:
The context object.
|
code » | ||
|
getExplicitHeight()
⇒
Returns the explicit height of the element creating the border or
background.
For the #getBorderHtml case, this usually isn't necessary to set as it will
size to content. For the #getBackgroundHtml case, this may be necessary to
set in certain cases in IE because of an off-by-1 bug in IE's bottom
positioning code.
Returns:
The height as a style string (e.g. '2px' or '3em').
|
code » | ||
|
getImageFormat()
⇒
Returns the image format. Currently, only png and gif are supported.
Returns:
The image format.
|
code » | ||
|
getInnerColor()
⇒
Returns the inner color
Returns:
The color in hex format or null for transparent.
|
code » | ||
|
getLineWidth()
⇒
Returns the width of the border line. If 0, border is width/height
of corners
Returns:
The width.
|
code » | ||
|
getPadding()
⇒
Returns the padding of the rounded corner border.
Returns:
The padding as a style string (e.g. '2px 4px').
|
code » | ||
|
performTemplateSubstitutions_(htmlTemplate)
⇒
Performs the substitutions in the templates to values determined at runtime.
|
code » | ||
|
removeHash_(s)
⇒
Helper function to remove hash from the color string
|
code » | ||
|
setBackgroundColor(bgColor)
Sets the background color.
Arguments:
|
code » | ||
|
setBorderThickness(size)
Sets the border thickness. The height and width specifies the width and
height of the corner images that form the arcs. The height dictates the
thickness of the top and bottom borders and width dicates the thickness of
the left and right borders.
Arguments:
|
code » | ||
|
setColor(color)
Sets the foreground color.
Arguments:
|
code » | ||
|
setContent(html)
Sets the content of the borders
Arguments:
|
code » | ||
|
setCornersToShow(cornersToShow)
Sets which corners to show
Arguments:
|
code » | ||
|
setExplicitHeight(height)
Sets the explicit height of the element creating the border or background.
For the #getBorderHtml case, this usually isn't necessary to set as it will
size to content. For the #getBackgroundHtml case, this may be necessary to
set in certain cases in IE because of an off-by-1 bug in IE's bottom
positioning code.
Arguments:
|
code » | ||
|
setImageFormat(imageFormat)
Sets the image format. Currently, only png and gif are supported.
Arguments:
|
code » | ||
|
setInnerColor(inColor)
Sets the inner color.
Arguments:
|
code » | ||
|
setLineWidth(lineWidth)
Sets the width of the border line. If 0, border is width/height
of corners
Arguments:
|
code » | ||
|
setPadding(padding)
Sets the padding of the rounded corner border.
Arguments:
|
code » |
|
bgColor_
:
Background color of the rounded corners
|
Code » | |
|
color_
:
Foreground color of the rounded corners
|
Code » | |
|
content_
:
HTML content that goes inside the template
|
Code » | |
|
height_
:
An explicit height for the HTML. If null, no height is specified
|
Code » | |
|
imageFormat_
:
The format of the image. Either PNG or GIF
|
Code » | |
|
inColor_
:
Inner color of the rounded corners
|
Code » | |
|
lineWidth_
:
The width of the border line. If 0, width == corner radius
|
Code » | |
|
padding_
:
Padding style for the internal content
|
Code » |
|
goog.ui.RoundedCorners.roundElement(element, servletUri, opt_borderThickness, opt_corners)
A convenience method to round the corners of a given element.
To achieve the rounding, the rounded corners div replaces the element in its
parent. The element is added as the content of the rounded corners div.
Arguments:
|
code » |


Price delta
TangNumber delta
Notify Top?
Notify Pump?
Notify DumpTang?
Small coin volume <=
NotifySmallCoin ?
|
Big coin volume >=
(big coin will be notify wil delta = 1/2 settings)
Lot size
autofill lot ?
Save


{{= it.name}}
{{= it.description}}
This vote opened on
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.
Administrators can not see who voted.
Administrators can not see results until the vote is closed.
No one will ever be able to see who voted for what or how many options you selected.
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{{= option.title}}
{{= option.tagline }}
{{= option.description}}
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Please select between
{{= it.min}}
and
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option(s). Then click "Submit Vote" to submit your vote. Please note that you can not undo voting.


Victor Crest
26
London
80K
Followers
803K
Likes
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Follow
Challenge by
Frontend Mentor
. Coded by
Zuzim Ajo


Simplified Kundalini Yoga - Certificate Course
Certificate Course includes deep self-Introspection courses in three levels and Divine Realisation course. Introspection practice helps purify the mind by transforming the six temperaments into noble qualities. By ardent practice, God realisation can be achieved through sublimation and perfection.
Trainer
Duration*
4 Months
Language
English/Tamil
Type**
Online
Program Details - Options
Session 1:
Session 2:
{{PRICINGVALIDITYINFO}}
* 1 month for each course. 2 hrs/day for a week.
** After attending online class, aspirants need to do practical demonstrations in their nearby SKY centers.
** Eligibility: Completion of Foundation Course.
What will you learn
Meditation
- Panchendriya meditation.
- PanchaboothaNavagraha meditation.
Introspection charts
- Analysis of Thoughts.
- Moralization of Desires.
- Neutralisation of Anger.
- Eradication of Worries.
Concepts
- Purpose & Philosophy of Life.
Meditation
- Lamp Gazing practice.
- Thuriyatheetham meditation.
Concepts
- Who Am I ?
- Greatness of Silence (Mounam practice).
- Greatness of women.
- Harmony in Family life.
- Blessing - Philosophy of Wave Theory.
- Value of Virtuous.
Meditation
- Mirror Gazing practice.
- 9-center meditation.
- Nithyanandha meditation.
Concepts
- Why do men differ ?
- Lifeforce and mind.
- Manoeuvre of the six temperaments.
- Consciousness is God.
- 2-fold / 5-fold culture moral values.
- Karma Yoga.
Meditation
- Divine state meditation.
Concepts
- BrahmaGnana - An explanation.
- Astronomy / Relationship between Planets and living beings.
- Individual peace and World peace.
- Universal Magnetism and Transformation of the universe.
- Biomagnetism and Transformation of living beings.
- Purification of the genetic center & its special features.
- Philosophy of Yoga.
- Principle of Cause and Effect.
- Love and Compassion.
Benefits of Introspection Practices
Practices that help purify the mind and transform the six temperaments into noble qualities.
- Physical health.
- Rejuvenation of life energies.
- Mental health.
- Good relationships.
- Purification of the genetic center.
- God realisation.


I personally grant full compatibility websites, mobile-friendly interfaces and customizable front-ends.
I had been the team leader of the TrentoLeaf group! Check out our work at out git repository. Imagine what we could do together.
Quick prototyping, 48h mock up shipment, as fast ad your business needs.


Some of our most recent work for SeleniumPlus has provided the ability for ALL JSAFS users (tests written in Java) to create a JAR file containing all necessary assets for the JSAFS Project and then run a test from that JAR file.
The key detail being, the JSAFS Project space and assets do NOT have to already exist in the File System before the test can be run.
In order for this to work:
So, for example, if the Project name and root directory is "SAMPLE", then there must be a root directory with that name in the JAR file and all subdirectories containing Project assets must exist in the JAR file.
META-INF/ META-INF/MANIFEST.MF sample/ sample/test.ini sample/Map.class sample/Map$ApplicationConstants.class sample/Map$...(all remaining classes) sample/Actuals/ sample/Actuals/signIn.png sample/Maps/ sample/Maps/AppMap.order sample/Maps/SAMPLEApp.map sample/Maps/SAMPLEApp_en.map sample/testcases/ sample/testcases/TestCase1.class sample/testruns/ sample/testruns/TestRun1.class
A sample Windows BAT file for creating the JAR file above from a SeleniumPlus SAMPLE Project.
The BAT file should be run from the root directory of the Project--the SAMPLE directory.
set JARDIR=%CD% %SELENIUM_PLUS%/Java/bin/jar cf "%JARDIR%\sampleproject.jar" -C bin . cd .. %SELENIUM_PLUS%/Java/bin/jar uf "%JARDIR%\sampleproject.jar" SAMPLE\*.ini %SELENIUM_PLUS%/Java/bin/jar uf "%JARDIR%\sampleproject.jar" SAMPLE\Maps\* %SELENIUM_PLUS%/Java/bin/jar uf "%JARDIR%\sampleproject.jar" SAMPLE\Benchmarks\*
Note that only the Project directories that contain assets--the non-empty directories--are included in the JAR file. The remaining directories will automatically be provided at runtime.
To run the SeleniumPlus test from the JAR file requires:
So let's assume we want to run TestRun1 using the C:\Automation
directory as the runtime extraction point. For optimum results and visibility, the following steps are recommended:
C:\Automation
directory.
The desired directory must NOT already have a working Project with test.ini file in it.
set JARFILES=%SELENIUM_PLUS%/libs/selenium-plus-1.0.jar;%SELENIUM_PLUS%/libs/JSTAFEmbedded.jar set JAVAEXE=%SELENIUM_PLUS%/Java/bin/java %JAVAEXE% -cp %JARFILES%;sampleproject.jar / -Dsafs.project.root=sample -Dsafs.project.extract=%CD% / sample.testruns.TestRun1
Assuming everything went as expected, the C:\Automation
directory should now contain these new runtime-created assets:
debuglog.txt projectsetup.log sample/ (all SAMPLE Project assets including Logs directory with test results.)


Page header
Copyright 2008-2009 Rich Hickey and the various contributors
Logo & site design by
Tom Hickey
.
Clojure auto-documentation system by Tom Faulhaber.


Initialize the PubNub client and enable push notifications on channels to receive updates while the application is inactive.
Click to copy the blue snippets and then paste them into your code.#import "AppDelegate.h" #import <PubNub/PubNub.h> #import <PubNubBridge/PubNub+FAB.h> @interface AppDelegate () @property (nonatomic, strong) PubNub *client; @end @implementation AppDelegate - (BOOL)application:(UIApplication *)application didFinishLaunchingWithOptions:(NSDictionary *)launchOptions { self.client = [PubNub client]; UIUserNotificationType types = (UIUserNotificationTypeBadge | UIUserNotificationTypeSound | UIUserNotificationTypeAlert); UIUserNotificationSettings *settings = [UIUserNotificationSettings settingsForTypes:types categories:nil]; [[UIApplication sharedApplication] registerUserNotificationSettings:settings]; [[UIApplication sharedApplication] registerForRemoteNotifications]; return YES; } - (void)application:(UIApplication *)application didRegisterForRemoteNotificationsWithDeviceToken:(NSData *)deviceToken { [self.client addPushNotificationsOnChannels:@[@"announcements"] withDevicePushToken:deviceToken andCompletion:^(PNAcknowledgmentStatus *status) { // Check whether request successfully completed or not. if (!status.isError) { // Handle successful push notification enabling on passed channels. } // Request processing failed. else { // Handle modification error. Check 'category' property to find out possible issue because // of which request did fail. // // Request can be resent using: [status retry]; } }]; } - (void)application:(UIApplication *)application didFailToRegisterForRemoteNotificationsWithError:(NSError *)error { } @end


QAbstractVideoFilter Class
The QAbstractVideoFilter class represents a filter that is applied to the video frames received by a VideoOutput type. More...
| Header: | #include <QAbstractVideoFilter> |
| qmake: | QT += multimedia |
| Since: | Qt 5.5 |
| Inherits: | QObject |
Properties
- active : bool
- 1 property inherited from QObject
Public Functions
| QAbstractVideoFilter(QObject *parent = Q_NULLPTR) | |
| virtual QVideoFilterRunnable * | createFilterRunnable() = 0 |
| bool | isActive() const |
| void | setActive(bool v) |
- 32 public functions inherited from QObject
Signals
| void | activeChanged() |
- 2 signals inherited from QObject
Additional Inherited Members
- 1 public slot inherited from QObject
- 1 public variable inherited from QObject
- 10 static public members inherited from QObject
- 9 protected functions inherited from QObject
- 2 protected variables inherited from QObject
Detailed Description
The QAbstractVideoFilter class represents a filter that is applied to the video frames received by a VideoOutput type.
QAbstractVideoFilter provides a convenient way for applications to run image processing, computer vision algorithms or any generic transformation or calculation on the output of a VideoOutput type, regardless of the source (video or camera). By providing a simple interface it allows applications and third parties to easily develop QML types that provide image processing algorithms using popular frameworks like OpenCV. Due to the close integration with the final stages of the Qt Multimedia video pipeline, accelerated and possibly zero-copy solutions are feasible too: for instance, a plugin providing OpenCL-based algorithms can use OpenCL's OpenGL interop to use the OpenGL textures created by a hardware accelerated video decoder, without additional readbacks and copies.
Note: QAbstractVideoFilter is not always the best choice. To apply effects or transformations using OpenGL shaders to the image shown on screen, the standard Qt Quick approach of using ShaderEffect items in combination with VideoOutput should be used. VideoFilter is not a replacement for this. It is rather targeted for performing computations (that do not necessarily change the image shown on screen) and computer vision algorithms provided by external frameworks.
QAbstractVideoFilter is meant to be subclassed. The subclasses are then registered to the QML engine, so they can be used as a QML type. The list of filters are assigned to a VideoOutput type via its filters property.
A single filter represents one transformation or processing step on a video frame. The output is a modified video frame, some arbitrary data or both. For example, image transformations will result in a different image, whereas an algorithm for detecting objects on an image will likely provide a list of rectangles.
Arbitrary data can be represented as properties on the QAbstractVideoFilter subclass and on the QObject or QJSValue instances passed to its signals. What exactly these properties and signals are, is up to the individual video filters. Completion of the operations can be indicated by signals. Computations that do not result in a modified image will pass the input image through so that subsequent filters can be placed after them.
Properties set on QAbstractVideoFilter serve as input to the computation, similarly to how uniform values are specified in ShaderEffect types. The changed property values are taken into use when the next video frame is processed.
The typical usage is to subclass QAbstractVideoFilter and QVideoFilterRunnable:
class MyFilterRunnable : public QVideoFilterRunnable { public: QVideoFrame run(QVideoFrame *input, const QVideoSurfaceFormat &surfaceFormat, RunFlags flags) { ... } }; class MyFilter : public QAbstractVideoFilter { public: QVideoFilterRunnable *createFilterRunnable() { return new MyFilterRunnable; } signals: void finished(QObject *result); }; int main(int argc, char **argv) { ... qmlRegisterType<MyFilter>("my.uri", 1, 0, "MyFilter"); ... }
MyFilter is thus accessible from QML:
import my.uri 1.0 Camera { id: camera } MyFilter { id: filter // set properties, they can also be animated onFinished: console.log("results of the computation: " + result) } VideoOutput { source: camera filters: [ filter ] anchors.fill: parent }
This also allows providing filters in QML plugins, separately from the application.
See also VideoOutput, Camera, MediaPlayer, and QVideoFilterRunnable.
Property Documentation
active : bool
This property holds the active status of the filter.
This is true if the filter is active, false otherwise.
By default filters are active. When set to false
, the filter will be ignored by the VideoOutput type.
Access functions:
| bool | isActive() const |
| void | setActive(bool v) |
Notifier signal:
| void | activeChanged() |
Member Function Documentation
QAbstractVideoFilter::QAbstractVideoFilter(QObject *parent = Q_NULLPTR)
Constructs a new QAbstractVideoFilter instance with parent object parent.
[pure virtual]
QVideoFilterRunnable *QAbstractVideoFilter::createFilterRunnable()
Factory function to create a new instance of a QVideoFilterRunnable subclass corresponding to this filter.
This function is called on the thread on which the Qt Quick scene graph performs rendering, with the OpenGL context bound. Ownership of the returned instance is transferred: the returned instance will live on the render thread and will be destroyed automatically when necessary.
Typically, implementations of the function will simply construct a new QVideoFilterRunnable instance, passing this
to the constructor as the filter runnables must know their associated QAbstractVideoFilter instance to access dynamic properties and optionally emit signals.


{% extends "base.html" %} {% block page_wrapper %}
For complete documentation, please visit Bootstrap's Form Documentation.


Welcome To The Playground
I am the example
span 1
span 2
I am DIV
Click Me
this is a website
square 1
square 2
square 3


In an effort to improve support on Fujitec systems throughout North America, this portal is provided as a means of direct communication with our parts facility locations throughout the US and Canada. If you are in need of repair parts and/or support, please fill out the contact information below, and one of our After-Market Specialists will contact you within 2 business days of your request.
We appreciate your correspondence and are happy to provide solutions for you!
Or call 1-877-FUJITEC


Preparation time
overnight
Cooking time
over 2 hours
Serves
Serves 4
For the masala spice mixture, place all of the spice mixture ingredients into a food processor and blend until coarsely ground.
For the lamb, place the lamb into a deep roasting tray and spread the masala spice mixture all over. Drizzle with a bit of oil, then cover the tray with cling film and leave to marinate in the fridge for a couple of hours, ideally overnight.
Preheat the oven to 210C/410F/Gas 6. Remove the lamb from the fridge half an hour before cooking and remove the cling film.
Cook the lamb in the oven for 15 minutes, then pour in the water, cover the tray with aluminium foil and cook for a further 40 minutes. Drain the liquid off, then return the tray to the oven and cook for a further 30-35 minutes (for medium rare meat; cook for two hours in total for well done).
Add the tomatoes, onions, coriander, squeeze of lime, chopped chillies and spring onions to the tray with the lamb five minutes before the end of the cooking time. Remove the lamb from the oven and leave to rest before carving.
For the rice, wash and drain the rice.
Melt 40g/1½oz butter in a pan until foaming, then fry the onion for 2-3 minutes, or until softened. Add the rice and stir using a wooden spoon until the rice is coated in the butter. Pour the rice and onions into a lidded ovenproof dish.
Bring the coconut milk and milk to the boil in a pan, then remove from the heat and pour over the rice. Stir well, then season with a pinch of salt. Cover with a lid and bake in the oven for 12-15 minutes, or until the rice has absorbed all of the liquid and is al dente.
To serve, carve the lamb into thick slices. Spoon the rice onto the serving plates and spoon over some of the tomato and onion mixture from the tray of lamb. Lay the slices of lamb over the rice, then add a spoonful of natural yoghurt alongside and garnish with coriander shoots.


Non levy experience on the apprenticeship service.
das-alpha-non-levy
How to use this prototype
Visit the proto-admin
page to configure which iteration you wish to use in the sprint number
input field.
Prototype link
https://das-alpha-non-levy.herokuapp.com/Login credentials
- Username
- alpha
- Password
- levy


Purpose:
Representation of a GEANT-type geometry, with points, vectors, lines, surfaces, and most of the GEANT3 volumes.
Dependencies:
CLHEP
Directories:
geometry src test mgr (requirements)


Indian Institute of Science
We have worked on the following problems in the last few years.
We know that fluttering flags are associated with drag and a flexible flapping wing is associated with thrust. both these phenomena are problems in fluid-elasticity. the former is an instability while the latter is a fluid-elastic response to muscular or extraneous excitation. we seek to understand the interplay of fluid forces and elastic deformation---the creation and transport of vorticity as a function of elastic deformation---that differentiates one from the other. the numerical tools used are unsteady flow models of potential and incompressible viscous fluid coupled with a Bernoulli-Euler model of a linearly elastic foil.
Transonic flutter is a concern in aircraft. the transonic dip in the flutter speed, relative to that of subsonic flutter, is a consequence of compressibility, the wake vortex, shock displacement, and shock-boundary layer interaction. we quantitatively characterize these effects and also examine the influence of aeroelastic parameters such as mass ratio, radius of gyration, offset of the center of mass relative to the elastic axis, and others, on transonic flutter. both Euler and Reynolds averaged Navier-Stokes 2D flow solvers are coupled to two-degree of freedom oscillator models of a wing section. 3D Euler solvers coupled to modal structural dynamic models of generic wing geometries investigate transonic flutter over a finite span wing.
Flutter prediction is a necessity for clearance and certification of airworthiness of aircraft. flight fluttering testing is done away from the flutter boundary in the off-critical flight regime. predicting the flutter speed from the off-flutter measured parameters for each Mach number is what flutter prediction is all about. we are working with flutter margin, arma, and arma coupled with flutter margin based techniques for predicting flutter. the data used for flutter prediction are from flight testing of a flexible aircraft.
The stress developed in a polymer under time-dependent strain is a complex function of its structure and externally set parameters such as temperature, density, strain rate, and chain length. we are studying the correlation of the micro-structure of a polymer and the anisotropic stress developed in it under time-varying strain using molecular dynamic simulation. we also examine the role of bonded and non-bonded interactions to the uniaxial anisotropic stress. the influence of ferrite particles and magnetic field on the polymer behavior is also investigated.
Fluid-structure interactions in abdominal aortic aneurysms and celebral aneurysms.


Short term
You opened this page (you shouldn't see this).
This page was last modified sometime before now (your browser might not support document.lastModified for local resources).
Long term
Jett was born (you shouldn't see this) [from Z].
Jett was born (you shouldn't see this) [from -0500].
Logan was born (you shouldn't see this) [from Z].
Logan was born (you shouldn't see this) [from -0400].
Ryan was born (you shouldn't see this) [from Z].
Ryan was born (you shouldn't see this) [from -0500].
Other formats
Date only (abbr element): (you shouldn't see this).
Date only (time element): .
Date only (friendly tooltip): February 26th.
Date only (default tooltip): .
Timestsamp (with millis): (you shouldn't see this).
Errors
Bad (letters): (this should be displayed).
Bad (blank): (this should be displayed).
Bad (missing): (this should be displayed).
Parsing
Ryan was born
- [from Z]
- [from -00:00]
- [from -05:00]
- [from -0500]
- [from +09:00]
- [from +0900]
- [from blank TZ]
- [from Z with milliseonds]
- [from Z with microseonds]
Wording
- [-120 min]
- [-60 sec]
- [-30 sec]
- [-1 sec]
- [0 sec]
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- [1380 min]
- [25 hours]
- [48 hours]
- [696 hours]
- [30 days]
- [190 days]
- [366 days]
- [1095 days]
Settings
- [2 min]
- [9 min]
- [10 min]
- [5840 days]
- [23360 days]
- [-120 min]
- [-60 sec]
- [-30 sec]
- [-1 sec]
- [0 sec]
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- [45 sec]
- [90 sec]
- [120 sec]
- [45 min]
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- [1380 min]
- [25 hours]
- [48 hours]
- [696 hours]
- [30 days]
- [190 days]
- [366 days]
- [1095 days]
- [-120 min]
- [-60 sec]
- [-30 sec]
- [-1 sec]
- [0 sec]
- [30 sec]
- [45 sec]
- [90 sec]
- [120 sec]
- [45 min]
- [89 min]
- [90 min]
- [120 min]
- [1380 min]
- [25 hours]
- [48 hours]
- [696 hours]
- [30 days]
- [190 days]
- [366 days]
- [1095 days]
- [-120 min]
- [-60 sec]
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- [0 sec]
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First American Home Loans puts our clients' interests above all else and promises a smooth and transparent loan process.
"The staff at First American Home Loans was very friendly and informative. They took the time to undertand our needs and kept us infomed at all times during the process. Now that our loan is closed, my wife and I both agree that this was the best decision for our family."
A HECM allows homeowners age 62 and older to enhance their retirement by eliminating their monthly mortgage payment and convert the equity in their home into tax-free cash.
The Department of Housing and Urban Development (HUD) created the program because they understood that the majority of retirees are on a fixed income. The (FHA) Federal Housing Administration insures the program, guaranteeing seniors are protected.
With over two decades of lending experience, our team of highly-trained professionals are here to answer your questions and assist with each step of the process.


\sqrt[root]{arg}
The \sqrt command produces the square root (radical) symbol with the argument as radicand. The optional argument, root, determines what root to produce, i.e. the cube root of x+y would be typed as $\sqrt[3]{x+y}$.
The radical sign is variable size, that is, it is made larger if the radicand is, for example, a built-up fraction.
See also: Math Formulas,
Math Miscellany.
Back to the LaTeX Table of Contents


{% extends 'basic_layout.html' %} {% block content %} Product name Price Quantity Total $15.70 Billing Details Firt Name Last Name Street Address Sector Town / City Postcode / ZIP * Phone Email Address Cart Total Subtotal $20.60 Delivery $0.00 Discount $3.00 Total $17.60 Place an order {% endblock %} {% block js %} {% endblock %}
Subtotal $20.60
Delivery $0.00
Discount $3.00
Total $17.60
Place an order


array ldap_get_values ( resource $link_identifier , resource $result_entry_identifier , string $attribute )
Reads all the values of the attribute in the entry in the result. This call needs a result_entry_identifier, so needs to be preceded by one of the ldap search calls and one of the calls to get an individual entry. You application will either be hard coded to look for certain attributes (such as "surname" or "mail") or you will have to use the ldap_get_attributes() call to work out what attributes exist for a given entry.
Returns an array of values for the attribute on success and FALSE on error. The number of values can be found by indexing "count" in the resultant array. Individual values are accessed by integer index in the array. The first index is 0. LDAP allows more than one entry for an attribute, so it can, for example, store a number of email addresses for one person's directory entry all labeled with the attribute "mail" return_value["count"] = number of values for attribute return_value[0] = first value of attribute return_value[i] = ith value of attribute


Title: Version Control – Patterns & Practices
Type: Tutorial
Duration: 90 minutes
Speaker: Chris Oldwood
Location: Godmanchester,
After the text editor and programming language the next most valuable, hotly debated and often poorly used tool is probably the version control system. Some treat it as nothing more than an ad-hoc backup of their source code whilst others endeavour to create a narrative that describes the evolution of their entire software product from inception to decommission.
This session takes a walk through the software development lifecycle and examines the role the source control system plays – what we store, why we store it, how we change it and then later how we reconstruct what was changed and why. We’ll look at the various forces that dictate our branching (and subsequent merging) strategies along with some of the less contentious policies we can adopt to ensure our system continues to evolve reliably whilst maintaining a traceable narrative.
Despite the range of commercial and open
source
Chris is a freelance developer who started out as a bedroom coder in the 80’s writing assembler on 8-bit micros; these days it’s C++ and C# in plush corporate offices. He also commentates on the Godmanchester duck race and can be contacted via<EMAIL_ADDRESS>or @chrisoldwood.


RAF Pilot Cleared Of Attempting To Kill Squadron Leader Girlfriend
Flt Lt Timothy Barry was also cleared of grievous bodily harm with intent, following a night out with Sqn Ldr Sarah Seddon.
Flight Lieutenant Timothy Barry (Picture: PA).
A Royal Air Force pilot has been cleared of attempting to kill his squadron leader girlfriend.
Flight Lieutenant Timothy Barry was also accused of grievous bodily harm with intent following a night out with Squadron Leader Sarah Seddon to celebrate her return from a three-month tour of Afghanistan.
A jury took two hours to clear him of both those charges.
Flt Lt Barry, who is based at RAF Benson, had earlier pled guilty to an assault charge, for which he will be sentenced next month.
Following Tuesday's verdict, an RAF spokesperson said: "The RAF will consider the court’s findings, however, it would be inappropriate for the RAF to comment while legal proceedings are on-going."


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Plot Options
- If you are doing a comparison between datasets, you can either plot the result as a difference
between the two fields, or as 2 separate plots.
- For some fields, you can select the output units for the plot.
- You can select a mask for the data to block out either ocean or land areas.
- Model Comparison
- You can plot the output as color-filled contours and optionally overlay contour lines and labels.
- You can override the default contour intervals for the plots by specifying
a contour interval, minimum and maximum values.
- Ensemble Comparison
- If you are doing an ensemble comparison, you can select to plot maps
or a probability density function (PDF)
- For the PDF, you can set the X and Y axis ranges. For the maps, you can set the contour options as above.
Make Plot
- After you have made your selections, click the Make Plot button to generate the image.
- An image will be displayed to the right of the
data selection region. You can click on the image to get a full sized version of it. There
is link below the image which allows you to download the image to your computer.
- There are links for downloading the files that were used to create the images and to download all files (images, netCDF, etc)


Invoke-VNC
powershell injector - Executes a VNC agent in-memory and initiates a reverse connection or binds to a specified port
Jsmpeg-vnc
- screen sharing server and client, viewable in any modern browser


Upon startup, the user has an option to login to an account, add a user to the homepage, or continue as a guest.
To login to an account, a number pad and a log in button will appear. In this case, we have selected to log into Lubna's preset account. The login screen also features a back button which will take you back to the screen with all the users.
The home screen offers a multitude of docked features. In the upper left hand corner is the weather and an illustration of the weather. In the top middle is a greeting to the user. In the top left corner is the time and date. In the bottom left hand corner is a gear icon representing the settings menu. There are a variety of options to go through, including Plan, News, Health, Social, and Media which will be discussed in detail later. On the bottom right hand corner is a user icon. This home screen is assuming the user does not have any alerts upon startup.
This is what the home screen looks like if the user has alerts. The alerts will appear in a window that is front and center. To exit this panel you simply tap anywhere outside that small panel. You can also click on the alerts which will send you to the respective menu that the alert came from.
Upon clicking the weather logo, a popup will appear showing the daily weather and hourly forecast. Based on the weather forecast, the mirror will also suggest an outfit to wear for the day.
At any given moment when looking at a screen like this you can swipe from the middle of the screen to push all viewable items to the side, and then swipe back from the side to bring back whatever you were viewing.
Upon clicking the time and date, a calender will appear that highlights the date. The calendar works like your average calendar app (Google Calendar, etc). It will allow you to add tasks and set event reminders and things like that.
If the user clicks on the Plan menu, several features will show up. On the left side is an agenda listing the user's tasks for the day. On the right hand side will be three quick feautres, a shortcut to Uber, Google Maps, and a Google search bar.
The user also has an option to select/add quick shop items. The icons you see above work like Amazon dash buttons. They are preconfigured to place an order at the click of a button. Once you select that button, you will have ordered that item and it will be delivered to your house at the earliest convenience. These buttons are all at the moment in disabled state, which means they are in stock. However, they will light up to let you know if you are running out or about to run out (this is based on usage time, so every three months you'll get an alert for detergent or shampoo, etc).
Upon clicking the News tab, a Google news feed will appear.
Upon clicking the Health tab, information will show up depicting the user's current weight, time slept and time spent in REM the night before, steps taken yesterday, and a bar chart showing how that compares to the previous week's steps.
Upon clicking the Toothbrush Music mode in the health screen, a timer will appear counting down from two minutes and a random song from Spotify will be selected, aiding the user to brush for the recommended time by dentists.
Upon clicking the Social tab, four commonly used social media apps will appear with the option to press on any of them.
Upon clicking facebook, a facebook feed will appear.
Clicking the instagram logo will show an instagram feed.
Clicking a twitter logo will show a twitter feed.
Upon clicking the Media tab will open the music player/video player options.
Upon clicking on Spotify, the home screen to Spotify will appear allowing the user to choose a song or playlist to listen to
Upon clicking the gear icon for settings, a panel on the left side will appear giving the user the option to adjust language, location, screen brightness and more.
Selecting MEDIA will open options to choose which media applications will be available on your home screen.
Selecting NEWS will open options to choose which news applications will be available on your home screen.
Selecting PLAN will open options to choose which plan options will be available on your home screen.
Selecting HEALTH will open options to choose which health applications will be available on your home screen.
Selecting SOCIAL will open options to choose which social media applications will be available on your home screen.
Selecting NEWS will open options to which news service you wish to subscribe/unsubscribe to.
Selecting WATER USAGE display this week's water usage.
Upon clicking language, a panel of supported languages will appear, allowing the user to change the language of the smart mirror.
Upon clicking location, recently chosen locations will appear, along with a menu option to add a location.
Upon clicking the brightness option, a slider will appear so that the user can adjust the brightness of the mirror.
Upon clicking the user logo in the bottom left, two menu options will appear allowing the user to add a user or to log out.
The guest option has most of the same feautres, but removes most of the logged-in options such as spotify, social media, agendas, etc.
Another feature our mirror will have is how the screen light changes based on the time of the day. As you can see, the warmer hues in this picture show a screen that is easier to look at. Such a screen may kick in when the user is using the mirror at night. At various times of the day the mirror will reflect hues accordingly to make sure eye strain is minimized. This feature, of course, can be turned off.
Finally, when the mirror is turned off or is on standby, this is how the mirror will appear--like a normal mirror.


Source: src/6-information/accordion/_index.scss, line 1
5.1 Accordion
Accordions are used to hide and show information. They help people scan web content easily so they only see what they need to.
Source: src/6-information/accordion/_index.scss, line 1
Accordions are used to hide and show information. They help people scan web content easily so they only see what they need to.
Read inspiring New Zealand stories about innovative projects that use open data. You can also hear about the challenges, successes and benefits of initiatives to publish open data.
Directory of data communities, discussion forums, and meetups to share ideas on data management and use.
Technical documentation and code examples for developer use with the data.govt.nz Application Programming Interfaces (APIs).
Open Data in a business context can, at first, appear at odds with the idea of economic value creation, particularly when publishing Open Data. Benefits can be found through using others open data or publishing it.
Examples of how start-ups and small businesses also gain particular advantages from using Open Data.
Examples of how larger businesses can gain particular advantages from using Open Data.
Social enterprises and charities are well placed to benefit from Open Data. Unlike their for-profit contemporaries, social enterprises and charities prioritise the creation of social value over economic value.
Resources and tools to evaluate and analyse data to generate insights and inform decision-making.

Showcase

<button class="button-icon size-sm" data-click="dirty; class: state-standard, state-active; trigger: #group-57, #group-57-icon; ariaexpanded: 'true', 'false'; arialabel: See more {$Title}, See less {$Title}" aria-controls=group-57 aria-expanded="false">

</button>

Read inspiring New Zealand stories about innovative projects that use open data. You can also hear
about the challenges, successes and benefits of initiatives to publish open data.

Charities Register

In 2011 Charities Services (then the Charities Commission) made advanced search
functionality available for the Charities Register and licensed the data for re-use under a
Creative Commons BY licence.

Local councils

The Department of Internal Affairs manages the local councils website at
localcouncils.govt.nz, which presents data from New Zealand’s 78 local authorities in a
consistent format that enables it to be compared and analysed.

Affordability in NZ

Affordability in NZ is an open source web application, created by transportation
consultancy MRCagney, which uses open government data to show people which suburbs will be
most affordable for them.

Craft Beer Industry Insights

The ANZ Bank uses open data to create industry insight reports that inform investment in
the craft beer industry.

Communities and groups

<button class="button-icon size-sm" data-click="dirty; class: state-standard, state-active; trigger: #group-48, #group-48-icon; arialabel: 'Show more communities and groups', 'Show less communities and groups'">

</button>

Directory of data communities, discussion forums, and meetups to share ideas on data management and
use.

Open data community forums

Open data discussion forums, websites and meetups where you can get (and share) information
and ideas about the innovative use of open data.

Government Analytics Network

The Government Analytics Network (GAN) is a community of practice for government people
working with data. Formed in 2017, GAN has 300 members from 40 government agencies. It is
run by its members with support and guidance from Stats NZ and the Social Investment
Agency.

Using data.govt.nz APIs

<button class="button-icon size-sm" data-click="dirty; class: state-standard, state-active; trigger: #group-144, #group-144-icon; arialabel: 'Show more about Using data.govt.nz APIs', 'Show less about Using data.govt.nz APIs'">

</button>

Technical documentation and code examples for developer use with the data.govt.nz Application
Programming Interfaces (APIs).

About data.govt.nz APIs

The metadata and many datasets on data.govt.nz are available for use via an Application
Programming Interface (API). When using our API you need to know what you can and cannot do
with the data and where to find technical documentation.

Do's and dont's of using the data.govt.nz API

Data.govt.nz's data APIs are made openly available for users and it's worth taking a moment
to find out what you can and cannot do when using our APIs in your own applications.

Accessing dataset metadata via API

Data.govt.nz's datasets, organisations and groups can be accessed and queried as JSON date
through the MetaData API.

Accessing machine readable data via API

The data.govt.nz DataStore API allows you to access and query the rows and columns of raw
data listed by agencies in machine readable CSV format via a JSON API endpoint.

How to export all datasets from data.govt.nz into a CSV

Using the ckanapi-exporter tool you can extract all dataset metadata into a single CSV
file.

How to export an agencies datasets as a data package

Export an agencies datasets into sub-folders including any hosted or referenced data files
and a json file with metadata.

Benefits of using open data

Open Data in a business context can, at first, appear at odds with the idea of economic value creation,
particularly when publishing Open Data. Benefits can be found through using others open data or
publishing it.

How is Open Data used by small businesses and start-ups?

Examples of how start-ups and small businesses also gain particular advantages from using Open Data.

How is Open Data used by big business?

Examples of how larger businesses can gain particular advantages from using Open Data.

How is Open Data used by social enterprises?

Social enterprises and charities are well placed to benefit from Open Data. Unlike their for-profit
contemporaries, social enterprises and charities prioritise the creation of social value over economic
value.

Analyse data

<button class="button-icon size-sm" data-click="dirty; class: state-standard, state-active; trigger: #group-304, #group-304-icon; arialabel: 'Show more Analyse data', 'Show less Analyse data'">

</button>

Resources and tools to evaluate and analyse data to generate insights and inform decision-making.

Government algorithm transparency

A cross-government review of how government uses algorithms* to improve the lives of New
Zealanders was undertaken in 2018. The review aimed to ensure New Zealanders are informed,
and have confidence in how the government uses algorithms.


{% extends "slides/slide.html" %} {% block slide %} {{ slide.title }} Frontend-Editing Edit page content without moving around the Admin Works with all plugins Plugin-based Django apps are plugins Lots of add ons and extras Permission management Set specific rights to different users It's International Easily provide multiple translations for content Large developer community Active Google+ community And more Pretty URLs django SHOP Blog support Google Analytics {% endblock %}
Edit page content without moving around the Admin
Works with all plugins
Django apps are plugins
Lots of add ons and extras
Set specific rights to different users
Easily provide multiple translations for content
Active Google+ community


DreamCar is a website designed by our team to help any car buyer choose selectively the car of his/her choice.So, keep calm n look for your car...
Whether you like any particular brand, or you love the car irrespective of its brand, this site is the perfect starting point to find all the info about your car...!


HINT_GEN_CONTROL_TOOLBOX_ONLY, ATTR_GEN_CONTROL_REQUIRE_TOOLBOX_UI, ATTR_GEN_CONTROL_PROHIBIT_TOOLBOX_UI, ATTR_GEN_CONTROL_APP_TOOLBOX_UI
A s stated earlier, any GenControl object can be manifested either as menus and menu items or as a set of tools. In fact, the controller can potentially have both its menu and its tools usable at once. Creating and using a toolbox or tool bar is a bit more complex than simply including the controller, however.
You can add the use of tool bars and tool boxes to your application in two ways: First, you can simply add a GenToolControl object and associated GenToolGroups and let them do all the work for you. Second, you can interact directly with the controller object(s) to put up, take down, and otherwise manage the tools. In nearly all cases, the first is preferable.
This section focuses on the use of a GenToolControl and GenToolGroup objects to manage and place your tools and toolboxes. If you want to manage tools without using a GenToolControl, you will have to know more about
GenControlClass
; see Creating Your Own Controllers
for complete details.
Tools are most often represented by specific buttons or popup lists presented in various toolbars for easy use. They are functionally redundant to the menu features represented by the normal features of the controller, but the tools and menus can both be visible and usable at the same time.
To provide and manage tools, you need to understand the following components:
The most basic tool configuration includes a floating tool box in which the controllers' tools appear. To use a tool box, you only need to define a toolbox GenInteraction, add a GenToolControl object, and put them both in a menu. Typically, this will be an "Options" menu.
Providing a Basic Tool Box
shows the configuration required for providing a basic tool box as well as the controller's default menu. (You could prohibit the appearance of the menu by setting
ATTR_GEN_CONTROL_TOOLBOX_ONLY
in the controller's instance data.) This example provides all the tools by setting the application's UI level in the GenApplication object. All the tools will then appear in the toolbox and its associated popups as shown in the figure above.
The tool box must be a GenInteraction object; for a floating tool box (as opposed to a tool bar), set it to be a dialog box (GIV_DIALOG). It should also have a moniker and
HINT_TOOLBOX
. The tool box must also be given a name. This name is used by the GenToolControl to identify the tool box. The name is set in a separate chunk and is a simple character string.
At startup, the GenToolGroup for the point size controller is set as a child of the floating tool box. The GenToolControl will move the GenToolGroup to other toolbars if possible; the tools must be set somewhere at startup, though, and the tool box is the logical starting point.
The GenToolControl object will be of
GenToolControlClass
, as shown. It must at least have the
GTCI_toolboxList
field set to the chunk handle of a table of tool locations. In this example, the only location available to tools is in the floating tool box; other locations may be specified as detailed in Tool Placement
below.
The table must appear in its own chunk in the same resource block as the GenToolControl object. It is an array of
ToolboxInfo
structures, each of which contains two optrs. The first is the optr of a tool location (typically a GenInteraction that may contain tools), and the second is the optr of the associated name. The structure of
ToolboxInfo
is shown below:
typedef struct { optr TI_object; /* A GenInteraction that * can contain tools */ optr TI_name; /* The name chunk of the * TI_object object */ } ToolboxInfo;
The table is defined as shown in Providing a Basic Tool Box . If you had other controllers to be managed by the tool control, you would add other entries separated by commas.
The GenToolControl also has a tool group list indicating the name of each GenToolGroup. It is set up in a similar form to the tool box table.
Code Display 12-4 Providing a Basic Tool Box
/* This code display shows the entire psctext.goc file, with changes noted. All * unchanged code has had its comments stripped. For descriptions, see earlier * displays in this chapter. */
@include <stdapp.goh> @include <ui.goh> @include <Objects/Text/tCtrlC.goh>
@class PSCTextProcessClass, GenProcessClass; @endc
@classdecl PSCTextProcessClass, neverSaved;
@start AppResource; @object GenApplicationClass PSCTextApp = { GI_visMoniker = "Point Size Control Sample Application"; GI_comp = @PSCTPrimary; gcnList(MANUFACTURER_ID_GEOWORKS, GAGCNLT_WINDOWS) = @PSCTPrimary; gcnList(MANUFACTURER_ID_GEOWORKS, GAGCNLT_SELF_LOAD_OPTIONS) = @PSCTSizeControl, @PSCTToolControl; }
@end AppResource
@start Interface;
/* GenPrimary Object * Typically, an Options menu will be set up as a child of the Primary and * the tool box and tool control will be children of that menu. */
@object GenPrimaryClass PSCTPrimary = { GI_comp = @PSCTSizeControl, @PSCTopTextObj, @PSCBotTextObj, @PSCTOptionsMenu; HINT_SIZE_WINDOW_AS_DESIRED; HINT_ORIENT_CHILDREN_VERTICALLY; }
/* Options Menu * This menu is the parent for both the Tool Box and the tool controller. */ @object GenInteractionClass PSCTOptMenu = { GI_comp = @PSCTToolBox, @PSCTToolControl; GII_visibility = GIV_POPUP; ATTR_GEN_INTERACTION_GROUP_TYPE = (GIGT_OPTIONS_MENU); }
/* Tool Box Location Table * The Tool Box Location Table is used by the GenToolControl object * to associate tool locations with their names. The table is an array * of ToolboxInfo structures. Multiple entries would be separated with * commas. */
@chunk ToolboxInfo PSCTToolboxList[] = { {@PSCTToolBox, @PSCTToolBoxName} /* The single tool location is the * floating tool box PSCTToolBox. */ };
/* Tool Group Information Table * The Tool Group Information Table is used by the GenToolControl to associate * tool groups with their names. The table is an array of ToolGroupInfo structures. * Multiple entries would be separated with commas. */
@chunk ToolGroupInfo PSCTToolGroupTable[] = { {@PSCTPointSizeToolGroup} };
/* Floating Tool Box * The Tool Box object is a GenInteraction dialog box. All toolboxes must * have HINT_TOOLBOX and may have any additional geometry hints you * deem necessary. Because every controller's GenToolGroup object must * be a child of some tool bar, the PSCTPointSizeToolGroup is set at * startup as a child of this floating toolbox. */
@object GenInteractionClass PSCTToolBox = { GI_visMoniker = `T', "Tools"; GI_comp = @PSCTPointSizeToolGroup; GII_visibility = GIV_DIALOG; HINT_TOOLBOX; HINT_ALLOW_CHILDREN_TO_WRAP; HINT_ORIENT_CHILDREN_HORIZONTALLY; HINT_FULL_JUSTIFY_CHILDREN_HORIZONTALLY; }
/* The Tool Box Name must be specified for the tool control object. It * must be a character string, and there must be one for each entry in * the Tool Location table. */ @chunk char PSCTToolBoxName[] = "Floating Tool Box";
/* GenToolControl Object * The Tool Control object must have just the GTCI_toolboxList and * GTCI_toolGroupList fields set; these contain lists of tool bars and * tool groups along with their names. */
@object GenToolControlClass PSCTToolControl = { GTCI_toolboxList = @PSCTToolboxList; GTCI_toolGroupList = @PSCTToolGroupTable; HINT_SAME_CATEGORY_AS_PARENT; }
/* PointSizeControl */
@object PointSizeControlClass PSCTSizeControl = { GI_visMoniker = `z', "Sizes"; GII_visibility = GIV_POPUP; }
/* GenToolGroup Object * Each controller object has exactly one GenToolGroup object for managing * its tools and for management by the GenToolControl. The Tool Group has * a single instance field specifying the controller for which it works. */
@object GenToolGroupClass PSCTPointSizeToolGroup = { GTGI_controller = @PSCTSizeControl; }
/* GenText Objects */
@object GenTextClass PSCTopTextObj = { GI_attrs = @default | GA_TARGETABLE; HINT_DEFAULT_FOCUS; HINT_DEFAULT_TARGET; ATTR_GEN_TEXT_DEFAULT_CHAR_ATTR = ((VTDS_12 << VTDCA_SIZE_OFFSET) | VTDF_URW_ROMAN); }
@object GenTextClass PSCBotTextObj = { GI_attrs = @default | GA_TARGETABLE; ATTR_GEN_TEXT_DEFAULT_CHAR_ATTR = ((VTDS_12 << VTDCA_SIZE_OFFSET) | VTDF_URW_ROMAN); } @end Interface
Tools are movable; this means that controller tools can appear in any GenInteraction you may specify in the Tool Location Table. For example, you may want the user to be able to specify where she or he wants the tools to appear: in the floating tool box, at the top of the primary window, at the left of the display, or between the text objects. To support these locations for the tools, all you need to do is set up empty GenInteraction objects in the appropriate locations and add entries to the Tool Location Table.
The setup described above requires quite a few GenInteraction objects to be added to the application's generic tree. A line drawing of the geometry with all the empty GenInteractions is given in the figure above and the new generic tree of the application is shown in the figure below. The code representing this configuration is shown in Movable Tools
--pay particular attention to the Tool Location Table and to the fact that each GenInteraction must have the hint
HINT_TOOLBOX
set in order to receive the tools.
Code Display 12-5 Movable Tools
/* This code display builds on Providing a Basic Tool Box to show how tools * may be moved around your application's window by the user. Although this is * not difficult to do from scratch, it is quite involved; if you want this * functionality, it is best to include a GenToolControl object. * This code display only shows those objects that are additional to or altered * from the previous display. */
/* GenPrimary Object * Two GenInteractions are made children of the Primary for geometry purposes. * The first, LeftToolBar, is actually a tool bar; the second, * TextAndToolInteraction, is a grouper interaction for geometry purposes. */
@object GenPrimaryClass PSCTPrimary = { GI_comp = @LeftToolBar, @PSCTSizeControl, @PSCTOptMenu, @TextAndToolInteraction; gcnList(MANUFACTURER_ID_GEOWORKS, GAGCNLT_SELF_LOAD_OPTIONS) = @PSCTSizeControl, @PSCTToolControl; HINT_SIZE_WINDOW_AS_DESIRED; HINT_ORIENT_CHILDREN_HORIZONTALLY; }
/* Tool Location Table * The Tool Location Table is updated with the new tool box information. Each of * the new tool boxes is given a name, and each must appear in this table. * Note that the ToolGroup Information Table does not change. */
@chunk ToolboxInfo PSCTToolboxList[] = { {@PSCTToolBox, @PSCTToolBoxName}, {@LeftToolBar, @LeftToolBarName}, {@TopToolBar, @TopToolBarName}, {@MiddleToolBar, @MiddleToolBarName} };
/* TextAndToolInteraction Interaction * This GenInteraction is used solely as a place holder grouping object to allow * the LeftToolBar object to extend the full height of the Primary window. */ @object GenInteractionClass TextAndToolInteraction = { GI_comp = @TopToolBar, @PSCTopTextObj, @MiddleToolBar, @PSCBotTextObj; HINT_ORIENT_CHILDREN_VERTICALLY; HINT_EXPAND_WIDTH_TO_FIT_PARENT; }
/* New Tool Box Interactions * These GenInteraction objects are all tool boxes that appear in the Tool Location * Table. None actually has tools in it on startup; the tool controller allows the * user to place the tools of each active controller in any of these tool boxes. */
@object GenInteractionClass LeftToolBar = { HINT_TOOLBOX; HINT_EXPAND_HEIGHT_TO_FIT_PARENT; HINT_ALLOW_CHILDREN_TO_WRAP; HINT_ORIENT_CHILDREN_VERTICALLY; } @chunk char LeftToolBarName[] = "Left of Text";
@object GenInteractionClass TopToolBar = { HINT_TOOLBOX; HINT_EXPAND_WIDTH_TO_FIT_PARENT; HINT_ORIENT_CHILDREN_HORIZONTALLY; HINT_ALLOW_CHILDREN_TO_WRAP; } @chunk char TopToolBarName[] = "Above Text";
@object GenInteractionClass MiddleToolBar = { HINT_TOOLBOX; HINT_EXPAND_WIDTH_TO_FIT_PARENT; HINT_ORIENT_CHILDREN_HORIZONTALLY; HINT_ALLOW_CHILDREN_TO_WRAP; } @chunk char MiddleToolBarName[] = "In Between Text";
ATTR_GEN_CONTROL_APP_TOOLBOX_UI
Occasionally an application may want to add some additional UI gadgetry to
a set of controller tools.
ATTR_GEN_CONTROL_APP_TOOLBOX_UI
is analogous to
ATTR_GEN_CONTROL_APP_UI
, described in Adding Application-Specific UI Gadgetry
. This attribute specifies a generic object tree that can be attached to the controller's tools as if it were part of the controller normally. For an example of
ATTR_GEN_CONTROL_APP_UI
's use, see
Adding Application-Specific UI Gadgetry
.


I consider curiosity, autonomy and the ability learn quickly my bigger strengths.
Front-end technologiesOn September 2015 my short abstract 'User-defined gestures for Augmented Reality with Smart Phones' was accepted and presented at Computer Graphics & Visual Computing (CGVC) 2015 .
On January 2016 I've been awarded with the Best Performance in the Advanced MSc and the Winter Success Story 2016 .
I like outdoor activities and whenever the is shining you can find me around exploring new places. I love travelling and photography.
I try to meditate everyday and live a mindful life (easier said than done).
I am a bit of a cat and sunshine addicts (but considering this is the place where I come from, I am sure I cannot be blamed too much).
I've recenlty started a UX meetup in Bristol to bring up together people with a practical interest in the field.


When I was a tot, one of my treasured books was a Rupert Bear Annual, the only one I ever owned. I pored over the stories in this volume again and again, looking at the pictures, reading the tales in the rhyming couplet captions, and then rereading them in the prose versions printed below. Nutwood seemed a mysterious and magical world, where a bear lived with his ursine ma and pa, counted an elephant and a badger and a pig among his pals, where the local bobby was a dog called Police Constable Growler, and where the cast of human characters included an eccentric professor with a dwarvish valet and a mystic Oriental Yoko Ono type named Tigerlily, not forgetting Beryl the girl guide and an assortment of fisherfolk, tinkers, peasants and explorers.
I have very few mementoes of my childhood, and the Rupert Annual was among those I thought lost. I could not, at any rate, recall the last time I had seen it. Occasionally I would rummage in secondhand bookshops seeking a copy, though on the rare occasions I found one it proved to be ruinously expensive.
Then, last month, visiting my sister in Maryland, I discovered what had become of my annual. In the late 1970s, my mother had given it to my niece, and ever since it had been sitting unremarked on a bookshelf in my sister's house. I learned this, however, on the way to the airport at the end of my stay, when for some reason Rupert Bear cropped up in conversation.
How thrilled I was this morning to unwrap my sister's Christmas gift—the treasured book from my childhood. And how astonished I was, leafing through it, to realise how much of Hooting Yard is there in embryo. Weird countryside, picnics, entanglement in bracken and thorns, eerie mists, aquatic sea beings. . . all this stuff must have entered my head long, long ago, and nestled there. I shall examine the book more thoroughly and, perhaps, in due course share with you lot the more Hooting Yardy elements I find therein.
And to my sister, much thanks! She appended this verse (appropriately in rhyming couplets) to the wrapping:
A Valediction for Rupert
Oh Rupert! Since we needs must part
I wrap you in compelling artOf books beloved from long ago,
Their whereabouts I do not know.Like you they may have flown away
Without permission, I dare say,And sit now on some distant shelf
Unloved, neglected, by themself.Dear Rupert you were never lost
But treasured, read, and tossedAbout by little ones who loved you too
Just as much as Frank must do.Safe journey home where you belong
And think of me, I shall be strongAnd shed no tears as you depart
For books still live within the heart.
NOTE : My sister, by the by, is Rita Byrne Tull, whose Dispatches From The Former New World appear in The Dabbler.


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1.0.1
Deep and shallow clone. Merged forks of https://github.com/jonschlinkert/shallow-clone and https://github.com/jonschlinkert/clone-deep.
(any)
The value to clone
(boolean
= false
)
Whether or not to do a deep clone
(boolean
= true
)
Whether or not to deep clone custom objects.
Shallow clone an ArrayBuffer.
(ArrayBuffer)
ArrayBuffer
:
Shallow clone a TypedArray
(TypedArray)
TypedArray
:


{% extends 'layout.html' %} {% block pageTitle %} What is your address? {% endblock %} {% block beforeContent %} {% endblock %} {% block content %}
The address you give should match what is printed on your prescriptions.
Enter my address manually
Cancel


This is where we define the properties of the SDOF system
The period is {{ system.mydata.sT | number }}. This equates to a frequency (ƒ) of {{ system.f() | number }} and a circular freqency (ω) of {{ system.w() | number }}
The damping ratio (ζ) is {{ system.mydata.sDamp | number }}%


{{CITY_COUNCIL_NAME}} sets policy, coordinates, plans, funds, builds, and operates transit services and transportation programs throughout Los Angeles County. It supports transportation improvement programs throughout Los Angeles County, and it also works in collaboration with other regional service providers.


NOTE: Quickly access individual evidence items using 'links' URLs, for example for EID2: http://civicdb.org/links/evidence_items/2.
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Products certified by American Brands are not just "Made In America", but must also meet a rigorous set of standards that take into account many more factors, including raw material sources, individual parts, and final assembly.
Learn MoreAmerican Brands has different certifications for different types of products, so you can make an educated choice and still have some flexibility!
Learn MoreBuying american made products means supporting small businesses, whether that's a family farm with 30 employees or a metal shop with two.
Learn More


My Friends
This is a list of my friends that have interesting websites to visit.
firstname
lastname
website
go to menu


This page outlines the graph configurations for specific Blueprints implementations. There are both TinkerPop Configurations and External Configurations maintained by third-parties.
The following sections define the common settings for each available graph type supported by TinkerPop.
A DEX graph would be configured as follows:
<graph>
<graph-name>dexsample</graph-name>
<graph-type>dexgraph</graph-type>
<graph-location>/tmp/graph.dex</graph-location>
<properties>
<config-file>dex-config/dex.properties</config-file>
</properties>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.DexGraphConfiguration</graph-type>
The <graph-location>
element contains the path to the DEX file name. The <properties>
section is optional and allows for the <config-file>
element which should contain a pointer to a separate properties file for Dex.
A Neo4j graph would be configured as follows:
<graph>
<graph-name>neo4jsample</graph-name>
<graph-type>neo4jgraph</graph-type>
<graph-location>/tmp/rexster-graph</graph-location>
<extensions>...</extensions>
<properties>
<!-- Memory mapped I/O settings -->
<!-- For high traversal speed it is important to have the nodestore.db and relationshipstore.db files. -->
<neostore.nodestore.db.mapped_memory>285M</neostore.nodestore.db.mapped_memory>
<neostore.relationshipstore.db.mapped_memory>285M</neostore.relationshipstore.db.mapped_memory>
<neostore.propertystore.db.mapped_memory>100M</neostore.propertystore.db.mapped_memory>
<neostore.propertystore.db.strings.mapped_memory>100M</neostore.propertystore.db.strings.mapped_memory>
<neostore.propertystore.db.arrays.mapped_memory>10M</neostore.propertystore.db.arrays.mapped_memory>
<neostore.propertystore.db.index.mapped_memory>10M</neostore.propertystore.db.index.mapped_memory>
<neostore.propertystore.db.index.keys.mapped_memory>10M</neostore.propertystore.db.index.keys.mapped_memory>
...
</properties>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.Neo4jGraphConfiguration</graph-type>
The <properties>
element contains neo4j specific configuration values. Any entries placed here will be converted to name/value pairs to be passed into Neo4j for its configuration. Set properties here as would be done in a neo4j.properties
file.
The configuration for Neo4j HA is quite similar to setting up a standard Neo4j configuration within Rexster. Once a cluster is established, there are just two exceptions to consider when doing the Rexster-side configuration.
First, in the <graph>
element include the <graph-high-availability>
element to tell Rexster to use HA connectivity:
<graph>
<graph-name>neo4jsample</graph-name>
<graph-type>neo4jgraph</graph-type>
<graph-location>/tmp/rexster-graph</graph-location>
<graph-high-availability>true</graph-high-availability>
...
</graph>
If this element is not present, Rexster assumes this value to be false.
Second, include the Neo4j HA settings in the <properties>
section:
<graph>
...
<properties>
<neostore.nodestore.db.mapped_memory>285M</neostore.nodestore.db.mapped_memory>
<neostore.relationshipstore.db.mapped_memory>285M</neostore.relationshipstore.db.mapped_memory>
<neostore.propertystore.db.mapped_memory>100M</neostore.propertystore.db.mapped_memory>
...
<ha.machine_id>1</ha.machine_id>
<ha.server>localhost:6001</ha.server>
<ha.zoo_keeper_servers>localhost:2181,localhost:2182,localhost:2183</ha.zoo_keeper_servers>
</properties>
</graph>
You may need to provide the following dependencies to Rexster in the classpath:
<dependency>
<groupId>org.neo4j</groupId>
<artifactId>neo4j-ha</artifactId>
<version>1.3</version>
</dependency>
<dependency>
<groupId>org.neo4j</groupId>
<artifactId>neo4j-management</artifactId>
<version>1.3</version>
</dependency>
An OrientDB graph would be configured as follows:
<graph>
<graph-name>orientdbsample</graph-name>
<graph-type>orientgraph</graph-type>
<graph-location>local:C:/data/graph/graph</graph-location>
<extensions>...</extensions>
<properties>
<username>admin</username>
<password>admin</password>
</properties>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.OrientGraphConfiguration</graph-type>
The <graph-location>
element is the URI to the OrientDB database Rexster is expected to connect to. The <properties>
element requires two elements <username>
and <password>
to access the OrientDB graph instance.
TinkerPop does not officially support remote connections to OrientDB.
A RexsterGraph graph would be configured as follows:
<graph>
<graph-name>remotetinkergraph</graph-name>
<graph-type>rexstergraph</graph-type>
<graph-buffer-size>100</graph-buffer-size>
<graph-location>http://remoterexsterserver:8182/tinkergraph</graph-location>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.RexsterGraphGraphConfiguration</graph-type>
The <graph-location>
element contains the URI to the specific graph hosted within the remote Rexster instance.
The <graph-buffer-size>
element defines the buffer size property for the RexsterGraph
.
There are several Sail configurations available: Memory Store, Native Store and SPARQL Repository.
<graph>
<graph-name>sailsample</graph-name>
<graph-type>memorystoresailgraph</graph-type>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.MemoryStoreSailGraphConfiguration</graph-type>
<graph>
<graph-name>sailsample</graph-name>
<graph-type>nativestoresailgraph</graph-type>
<graph-location>tmp/data/sail</graph-location>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.NativeStoreSailGraphConfiguration</graph-type>
The <graph-location>
element is location of the directory containing the Sail data which will be loaded to Rexster . This value is a required element of configuration.
<graph>
<graph-name>sailsample</graph-name>
<graph-type>sparqlrepositorysailgraph</graph-type>
<graph-location>http://dbpedia.org/sparql</graph-location>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.SparqlRepositorySailGraphConfiguration</graph-type>
The <graph-location>
element is URI to the SPARQL repository which will be loaded to Rexster . This value is a required element of configuration.
A TinkerGraph would be configured as follows:
<graph>
<graph-name>gratefulgraph</graph-name>
<graph-type>tinkergraph</graph-type>
<graph-location>data/graph-example-2</graph-location>
<graph-mock-tx>true</graph-mock-tx>
<extensions>...</extensions>
</graph>
The <graph-type>
could also be explicitly specified as:
<graph-type>com.tinkerpop.rexster.config.TinkerGraphGraphConfiguration</graph-type>
The <graph-location>
element contains the location of the TinkerGraph. If this value is not specified, then the TinkerGraph will behave as an in-memory graph only. The </graph-mock-tx>
element allows the TinkerGraph to behave as a mock TransactionalGraph
. This implementation is NOT actually transactional. It is for testing purposes only.
In addition to graph configurations managed by TinkerPop, Rexster can also be configured for other Blueprints graph configurations.


Spanish king greeted with protests in Catalonia
BARCELONA: Several thousand demonstrators banged on kitchen pots and chanted "Catalonia has no king!" on Monday (Nov 4) in protest against a visit by the Spanish royal family to the capital of the region that has been hit by weeks of separatist protests.
Attended by King Felipe, his wife Queen Letizia and two daughters, the venue of the Princess of Girona young talent awards ceremony in Barcelona was heavily guarded by police who had installed heavy fences and blocked vans to one of the city's main thoroughfares.
Some protesters burned pictures of the king.
Waving Catalan independence flags, some of the demonstrators yelled abuse at attendees as they tried to reach a police checkpoint, pushing at least one of them, and forcing a few to turn back and try to find another entrance, a Reuters reporter said.
Dolors Aguilera, 70, said the king's presence in Barcelona was a provocation.
"We have political prisoners in jail. We cannot accept it," she said referring to nine separatist leaders sentenced on Oct 14 to long jail terms for their role in Catalonia's failed independence bid in 2017.
The sentencing triggered a wave of mass protests in Catalonia, during which demonstrators often clashed with police, blocked roads and burned garbage containers and vehicles.

Independence was the only way forward for the region, he said.
The rekindled Catalonia crisis has also further complicated the country's fragmented political environment as Spain prepares for its fourth election in as many years on Sunday after having been without a proper government for months.


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Existing word embedding models like Skip-Gram, GloVe etc map words to fixed sized vectors in a low dimensional vector space.
This fixed point setting cannot capture uncertainty about representation.
Further, these fixed point vectors are compared with measures like dot product and cosine similarity which are not suitable for capturing asymmetric properties like textual entailment and inclusion.
The paper proposes to learn Gaussian function embeddings (with diagonal covariance) for the word vectors.
This way, the words are mapped to soft regions in the embedding space which enables modeling uncertainty and asymmetric properties like inclusion and uncertainty.
KL divergence is used as the asymmetric distance function for comparing the distributions.
Unlike the Word2Vec model, the proposed model uses ranking-based loss.
Similarity Measures used
Symmetric Similarity
For two gaussian distributions, Pi and Pj, compute the inner product E(Pi, Pj) as N(0; meani - meanj, sigmai + sigmaj).
Compute the gradient of mean and sigma with respect to log(E).
The resulting loss function can be interpreted as pushing the means closer which encouraging the two gaussians to be more concentrated.
Asymmetric Similarity
Use KL divergence to encode the context distribution.
The benefit over the symmetric setting is that now entailment type relations can also be modeled.
For example, a low KL divergence from x to y indicates that y can be encoded as x or that y “entails” x.
Learning
One of the two notions of similarity is chosen and max-margin is used as the loss function.
Mean is regularized by adding a simple constraint on the L2-norm.
For covariance matrix, the eigenvalues are constrained to lie within a hypercube. This ensures that the positive-definite property of the covariance matrix is maintained while having a constraint on the size.
Observations
Polysemous words have higher variance in their word embeddings as compared to specific words.
KL divergence (with diagonal covariance) outperforms other models.
Simple tree hierarchies can also be modeled by embedding into the Gaussian space. A Gaussian is created for each node with randomly initialized mean and the same set of embeddings is used for nodes and context.
For word similarity benchmarks, embeddings with spherical covariance have a slight edge over embeddings with diagonal covariance and outperform the Skip-Gram model in all the cases.
Future Work
Use combinations of low rank and diagonal matrices for covariances.
Improved optimisation strategies.
Trying other distributions like Student’s-t distribution.


Deploying with Cloud Foundry
This guide will show you how to deploy your Kitura application to a Cloud Foundry based cloud environment. The guide assumes you already have an environment to deploy to. If not, you can sign up to IBM Cloud for free and use it to host your Cloud Foundry apps.
Step 1: Create a manifest.yml file
If you used the Kitura CLI, or macOS app, to create your Kitura project, your generated Kitura project will already contain a manifest.yml file which you can use to deploy your application.
If you created your Kitura application from scratch, create a manifest.yml file in the root directory of your application. Once you have created the file, add the following to your file, replacing MYAPP with the name of your application.
---
applications:
- name: MYAPP
If you're deploying to the default Swift buildpack on IBM Cloud, you also need to supply the command required to run your application, for example:
command: "'MYAPP'"
Although you can deploy applications without a manifest, manifests provide consistency and reproducibility across deployments. You can also specify additional application attributes within your manifest.
We are going to use the Cloud Foundry command line interface, so first we need to install the Cloud Foundry CLI.
If you are using IBM Cloud, it is recommended that you deploy to Cloud Foundry using the IBM Cloud CLI tools.
Download the required CLI tools using the Kitura CLI:
kitura idt
If you don't have the Kitura CLI installed, you can also install the required CLI tools with the following command:
curl -sL https://ibm.biz/idt-installer | bash
Step 2: Set URL target
To push your application, you first need to consult your cloud operator to find the URL you need to target. If you are on IBM Cloud, you can look in the IBM Cloud Foundry CLI documentation for the cf api command to locate the Cloud Foundry API endpoint for your region.
You can set it in the command line like this:
cf login -a <API endpoint>
For example, if your IBM Cloud account is in the eu-gb region this would be:
cf login -a api.eu-gb.cf.cloud.ibm.com
You’ll also need to provide your username and password when prompted.
If you are deploying to the IBM Cloud, it is recommended that you use the IBM Cloud CLI. To do this all you need to do is add the ibmcloud prefix to the cf commands throughout this guide, for example:
ibmcloud cf login -a <API endpoint>
Step 3: Set target organisation
If you are on IBM Cloud, you can find your organisation and space by logging into IBM Cloud and going into Manage > Account > Cloud Foundry orgs. If you are on the Lite/free tier an organisation will have already been created in your account, the organisation name is the name listed on this page, in my case it's my email address.
To find the associated spaces within the organisation, click ... (next to your organisation) and select Spaces. If there are no spaces listed, click Add a space to create one, specifying your choice of name (e.g. dev) and region. Make sure that you locate your space in the same region as your API endpoint!
 If you have a manifest.yml file which was generated for you, it will have been assigned a random route as the file contains:
random-route: true
If you visit this URL you should see your running application.


i mean this is about unicorns
Both seems consenting and sharing a beautiful moment
No animal seems being hurt as it is perfectly natural (even for unicorns)
There is no dirty sex reference (like a picture of an anal plug in the shape of a unicorn’s corn for example)
It is not even erotic (except if you are really deeply attracted by unicorns)
Also we checked together that the rainbow has 7 colors (not really official but sub-rule of the rainbow)
In the pinned messages, james tried to wisely summarize the spirit of this channel
i think we need to make a rule. only kittens, puppies, rainbows and unicorns
anything else is bound to offend or frighten somebody
So dear moderator, please clarify that even a light reference to sex is offending or frightening?
Sorry to ask you this question, you could have chosen to let the picture and see some reactions then forget about it, now I am focusing my attention on this and this is generating many unsafe feelings for all
(edited)


Learn what you can do with Mactracker.
View technical specifications on Apple hardware and software.
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Keep a catalog of your Apple products.
Highlight differences in technical specifications.
Get answers to your questions.


This is a demo of a Scatter chart with a connecting line that has actually been configured to look like a vertical Line chart. It uses the X-axis scale and Y-axis labels.
This goes in the documents header: Put this where you want the chart to show up:

This is the code that generates the chart - it should be placed AFTER the

tag:


Notebooks
Story: Baboons take a child
Baboons take a child
Title
Baboons take a child
Collection
Summary
The story of the Hottentot boy carried off by Baboons, as told by Sir J. Alexander, translated by la!kúnta. (B I. 171-177.) Baboons steal a Koranna boy-child and take him to their place where he becomes wild. Some |xam see the child and tell the Koranna about it. The child is fetched and taken back to his kraal.


Bad luck. You failed to guess that the word was education.
Better luck next time!
Congratulations! You guessed that the word was education with 2 remaining guesses.
[Play Again].


--- layout: post title: My book has arrived! date: 2012-04-09 17:13:00.000000000 -07:00 type: post published: true status: publish categories: [] tags: [] meta: {} author: ---
It's been a long time in the making but it's finally here. You can check it out on Amazon or on Manning's page.
Update: Also just noticed that it mentions MacRuby for iOS on the back of the cover. There actually isn't a section on that in the book anymore because it wasn't possble at the time (and still isn't) :/


{# CONTACT INDEX /templates/giving-back/index.html niceworld 8.24.18 #} {% extends "_layouts/site" %} {% set pageName = 'Contact' %} {% block head %} {% set title = "Contact" %} {% set description = "Contact Vivayic" %} {% set canon_url = siteUrl ~"contact" %} {% set og_img = siteUrl ~"imgz/social-share-default.jpg" %} {{ parent() }} {% endblock %} {% block main %}
Great coversations start here. Fill out the form at the bottom of the page, or just drop us a line.
We’re thrilled to hear from you. Our inbox can’t wait to get your messages, so talk to us any time you like.


The Green Button API provides access to RESTful services provided by Data Custodian and Third Party Applications. These APIs allow application developers full access, in Green Button Format, to Energy Usage Information for the purpose of developing new Green Button Applications.
Access to Green Button APIs normally require an OAuth2 Access Token. This API sandbox currently does not require a token. In the near future, the API entry's "Try it out!" button will require a valid access token for successful operation. When that occurs, directions will be provided and the token will need to be entered in the input field labelled "Access Token" below.


Hello, and welcome to my website. Included here are some of the personal projects I've worked on. At the top of the page are links to my GitHub and LinkedIn respectively. The source code for all of my projects, including this website, are available on that GitHub. I can be contacted via email at seanmaltby(at)gmail(dot)com. Thanks for stopping by.


# Authors: Maciej Sliwowski<EMAIL_ADDRESS># Robin Schirrmeister<EMAIL_ADDRESS># Lukas Gemein<EMAIL_ADDRESS>#
# License: BSD (3-clause)
import warnings
import numpy as np
from sklearn.metrics import get_scorer
from skorch.callbacks import EpochTimer, BatchScoring, PrintLog, EpochScoring
from skorch.classifier import NeuralNet
from skorch.regressor import NeuralNetRegressor
from skorch.utils import train_loss_score, valid_loss_score, noop, to_numpy
import torch
from .training.scoring import (PostEpochTrainScoring,
CroppedTrialEpochScoring,
CroppedTimeSeriesEpochScoring,
predict_trials)
from .util import ThrowAwayIndexLoader, update_estimator_docstring
[docs]class EEGRegressor(NeuralNetRegressor):
doc = """Regressor that calls loss function directly.
Parameters
----------
cropped: bool (default=False)
Defines whether torch model passed to this class is cropped or not.
Currently used for callbacks definition.
callbacks: None or list of strings or list of Callback instances (default=None)
More callbacks, in addition to those returned by
``get_default_callbacks``. Each callback should inherit from
:class:`skorch.callbacks.Callback`. If not ``None``, callbacks can be a
list of strings specifying `sklearn` scoring functions (for scoring
functions names see: https://scikit-learn.org/stable/modules/model_evaluation.html#scoring-parameter)
or a list of callbacks where the callback names are inferred from the
class name. Name conflicts are resolved by appending a count suffix
starting with 1, e.g. ``EpochScoring_1``. Alternatively,
a tuple ``(name, callback)`` can be passed, where ``name``
should be unique. Callbacks may or may not be instantiated.
The callback name can be used to set parameters on specific
callbacks (e.g., for the callback with name ``'print_log'``, use
``net.set_params(callbacks__print_log__keys_ignored=['epoch',
'train_loss'])``).
iterator_train__shuffle: bool (default=True)
Defines whether train dataset will be shuffled. As skorch does not
shuffle the train dataset by default this one overwrites this option.
aggregate_predictions: bool (default=True)
Whether to average cropped predictions to obtain window predictions. Used only in the
cropped mode.
""" # noqa: E501
__doc__ = update_estimator_docstring(NeuralNetRegressor, doc)
def __init__(self, *args, cropped=False, callbacks=None,
iterator_train__shuffle=True,
iterator_train__drop_last=True,
aggregate_predictions=True, **kwargs):
self.cropped = cropped
self.aggregate_predictions = aggregate_predictions
self._last_window_inds_ = None
super().__init__(*args,
callbacks=callbacks,
iterator_train__shuffle=iterator_train__shuffle,
iterator_train__drop_last=iterator_train__drop_last,
**kwargs)
def _yield_callbacks(self):
# Here we parse the callbacks supplied as strings,
# e.g. 'accuracy', to the callbacks skorch expects
for name, cb, named_by_user in super()._yield_callbacks():
if name == 'str':
train_cb, valid_cb = self._parse_str_callback(cb)
yield train_cb
if self.train_split is not None:
yield valid_cb
else:
yield name, cb, named_by_user
def _parse_str_callback(self, cb_supplied_name):
scoring = get_scorer(cb_supplied_name)
scoring_name = scoring._score_func.__name__
assert scoring_name.endswith(
('_score', '_error', '_deviance', '_loss'))
if (scoring_name.endswith('_score') or
cb_supplied_name.startswith('neg_')):
lower_is_better = False
else:
lower_is_better = True
train_name = f'train_{cb_supplied_name}'
valid_name = f'valid_{cb_supplied_name}'
if self.cropped:
# TODO: use CroppedTimeSeriesEpochScoring when time series target
# In case of cropped decoding we are using braindecode
# specific scoring created for cropped decoding
train_scoring = CroppedTrialEpochScoring(
cb_supplied_name, lower_is_better, on_train=True, name=train_name
)
valid_scoring = CroppedTrialEpochScoring(
cb_supplied_name, lower_is_better, on_train=False, name=valid_name
)
else:
train_scoring = PostEpochTrainScoring(
cb_supplied_name, lower_is_better, name=train_name
)
valid_scoring = EpochScoring(
cb_supplied_name, lower_is_better, on_train=False, name=valid_name
)
named_by_user = True
train_valid_callbacks = [
(train_name, train_scoring, named_by_user),
(valid_name, valid_scoring, named_by_user)
]
return train_valid_callbacks
# pylint: disable=arguments-differ
[docs] def get_loss(self, y_pred, y_true, *args, **kwargs):
"""Return the loss for this batch by calling NeuralNet get_loss.
Parameters
----------
y_pred : torch tensor
Predicted target values
y_true : torch tensor
True target values.
X : input data, compatible with skorch.dataset.Dataset
By default, you should be able to pass:
* numpy arrays
* torch tensors
* pandas DataFrame or Series
* scipy sparse CSR matrices
* a dictionary of the former three
* a list/tuple of the former three
* a Dataset
If this doesn't work with your data, you have to pass a
``Dataset`` that can deal with the data.
training : bool (default=False)
Whether train mode should be used or not.
Returns
-------
loss : float
The loss value.
"""
return NeuralNet.get_loss(self, y_pred, y_true, *args, **kwargs)
[docs] def get_iterator(self, dataset, training=False, drop_index=True):
iterator = super().get_iterator(dataset, training=training)
if drop_index:
return ThrowAwayIndexLoader(self, iterator, is_regression=True)
else:
return iterator
[docs] def on_batch_end(self, net, *batch, training=False, **kwargs):
# If training is false, assume that our loader has indices for this
# batch
if not training:
epoch_cbs = []
for name, cb in self.callbacks_:
if isinstance(cb, (CroppedTrialEpochScoring, CroppedTimeSeriesEpochScoring)) and (
hasattr(cb, 'window_inds_')) and (not cb.on_train):
epoch_cbs.append(cb)
# for trialwise decoding stuffs it might also be we don't have
# cropped loader, so no indices there
if len(epoch_cbs) > 0:
assert self._last_window_inds_ is not None
for cb in epoch_cbs:
cb.window_inds_.append(self._last_window_inds_)
self._last_window_inds_ = None
[docs] def predict_with_window_inds_and_ys(self, dataset):
self.module.eval()
preds = []
i_window_in_trials = []
i_window_stops = []
window_ys = []
for X, y, i in self.get_iterator(dataset, drop_index=False):
i_window_in_trials.append(i[0].cpu().numpy())
i_window_stops.append(i[2].cpu().numpy())
with torch.no_grad():
preds.append(to_numpy(self.module.forward(X.to(self.device))))
window_ys.append(y.cpu().numpy())
preds = np.concatenate(preds)
i_window_in_trials = np.concatenate(i_window_in_trials)
i_window_stops = np.concatenate(i_window_stops)
window_ys = np.concatenate(window_ys)
return dict(
preds=preds, i_window_in_trials=i_window_in_trials,
i_window_stops=i_window_stops, window_ys=window_ys)
# Removes default EpochScoring callback computing 'accuracy' to work properly
# with cropped decoding.
@property
def _default_callbacks(self):
return [
("epoch_timer", EpochTimer()),
(
"train_loss",
BatchScoring(
train_loss_score,
name="train_loss",
on_train=True,
target_extractor=noop,
),
),
(
"valid_loss",
BatchScoring(
valid_loss_score, name="valid_loss", target_extractor=noop,
),
),
("print_log", PrintLog()),
]
# Method added to fix `predict_proba` behavior to return proper values
# in cropped mode even if regressor does not return probabilities.
# We implement `predict_proba` because it exists in skorch.NeuralNetRegressor.
[docs] def predict_proba(self, X):
"""Return the output of the module's forward method as a numpy
array. In case of cropped decoding returns averaged values for
each trial.
If the module's forward method returns multiple outputs as a
tuple, it is assumed that the first output contains the
relevant information and the other values are ignored.
If all values are relevant or module's output for each crop
is needed, consider using :func:`~skorch.NeuralNet.forward`
instead.
Parameters
----------
X : input data, compatible with skorch.dataset.Dataset
By default, you should be able to pass:
* numpy arrays
* torch tensors
* pandas DataFrame or Series
* scipy sparse CSR matrices
* a dictionary of the former three
* a list/tuple of the former three
* a Dataset
If this doesn't work with your data, you have to pass a
``Dataset`` that can deal with the data.
Warnings
--------
Regressors predict regression targets, so output of this method
can't be interpreted as probabilities. We advise you to use
`predict` method instead of `predict_proba`.
Returns
-------
y_proba : numpy ndarray
"""
y_pred = super().predict_proba(X)
# Normally, we have to average the predictions across crops/timesteps
# to get one prediction per window/trial
# Predictions may be already averaged in CroppedTrialEpochScoring (y_pred.shape==2).
# However, when predictions are computed outside of CroppedTrialEpochScoring
# we have to average predictions, hence the check if len(y_pred.shape) == 3
if self.cropped and self.aggregate_predictions and len(y_pred.shape) == 3:
return y_pred.mean(-1)
else:
return y_pred
[docs] def predict_trials(self, X, return_targets=True):
"""Create trialwise predictions and optionally also return trialwise
labels from cropped dataset.
Parameters
----------
X: braindecode.datasets.BaseConcatDataset
A braindecode dataset to be predicted.
return_targets: bool
If True, additionally returns the trial targets.
Returns
-------
trial_predictions: np.ndarray
3-dimensional array (n_trials x n_classes x n_predictions), where
the number of predictions depend on the chosen window size and the
receptive field of the network.
trial_labels: np.ndarray
2-dimensional array (n_trials x n_targets) where the number of
targets depends on the decoding paradigm and can be either a single
value, multiple values, or a sequence.
"""
if not self.cropped:
warnings.warn(
"This method was designed to predict trials in cropped mode. "
"Calling it when cropped is False will give the same result as "
"'.predict'.", UserWarning)
preds = self.predict(X)
if return_targets:
return preds, np.concatenate([X[i][1] for i in range(len(X))])
return preds
return predict_trials(
module=self.module,
dataset=X,
return_targets=return_targets,
batch_size=self.batch_size,
num_workers=self.get_iterator(X, training=False).loader.num_workers,
)
[docs] def fit(self, X, y, **kwargs):
if y is not None:
if y.ndim == 1:
y = np.array(y).reshape(-1, 1)
super().fit(X=X, y=y, **kwargs)


Front-End developer, UI Designer, Dribbbler, Minimalist Lover, Motorcyclist and overall i'm a nice guy :)


Used by packaged apps
to specify what types of files the app can handle. An app can have multiple
file_handlers
, with each one having an identifier, a list of MIME
types and/or a list of file extensions that can be handled.
The app can handle a file if it either has a matching file extension or has a
matching MIME type. The app can also handle directories if
include_directories
is set. You can use a wildcard "*"
in types
or extensions
to indicate that the app can
handle any file type or "type/*"
in types
to indicate that the app can handle any file with a MIME type of
type
. Here's an example of specifying file handlers:
"file_handlers": { "text": { "types": [ "text/*" ], }, "image": { "types": [ "image/png", "image/jpeg" ], "extensions": [ "tiff" ], }, "any": { "extensions": [ "*", "include_directories": true ], } }
To handle files or directories, apps also need to declare the $(ref:fileSystem) permission. Apps can then be passed files or directories in the $(ref:app.runtime.onLaunched) event - either from the system file manager (currently supported on Chrome OS only) or by providing a path on the command line.