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// Use Gists to store code you would like to remember later on
console.log(window); // log the "window" object to the console

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substitute_dictionary = {'EmaIL':'Email ID','PhOne':'Telephone No.','CIty':'City/country'}
list_elements = ['EmaIL','PhOne','CIty']
replaced_list_elements = [substitute_dictionary.get(element,item)  for element in list_elements]
print 'Original List:',list_elements
print 'List elements replaced as per dictionary o/p:',replaced_list_elements

# Original List:                                ['EmaIL', 'PhOne', 'CIty']
# List elements replaced as per dictionary o/p: ['Email ID', 'Telephone No.', 'City/country']

nipunsadvilkar

For Linear Regression and Gradient Descent Visualisation:

1. Without Linear regression, Only Gradient descent with random example. https://andreask.cs.illinois.edu/cs357-s15/public/demos/12-optimization/Steepest%20Descent.html
2. Random example without Linear regression but with lot of Optimization techniques visualized with Matplotlib Matplotlib + Animation
3. Interactive animated Gradient descent with Javascript buttons
4. Optimizations + Contour plot and trajectory towards optimum value

nipunsadvilkar

1. Software Writing Skills for Your Research - Workshop for Novice,Intermediate, Proficient (3) Martin Hammitzsch Youtube channel(https://www.youtube.com/channel/UC4UwE3bjAuTK5Lp1ludNPDQ/playlists)

nipunsadvilkar

1.Good Enough Practices for Scientific Computing video
2.Good Enough Practices for Scientific Computing website
3.Good Enough Practices for Scientific Computing published paper
4.Good Enough Practices for Scientific Computing Slides

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" You can enable the existing layers in space-vim and
" exclude the partial plugins in a certain layer.
" The command Layer and Exlcude are vaild in the function Layers().
function! Layers()

    " Default layers, recommended!
    Layer 'fzf'
    Layer 'unite'
    Layer 'better-defaults'
    Layer 'emoji' 

nipunsadvilkar

Data8 Fall 2016 youtube playlist download : Lecture 5 - 40:

youtube-dl --playlist-items 5-40 -o '%(playlist)s/%(playlist_index)s - %(title)s.%(ext)s' https://www.youtube.com/playlist\?list\=PLFeJ2hV8Fyt7mjvwrDQ2QNYEYdtKSNA0y

When error occurs and you want to retry the download automatically, save following lines as youtube_download_retry.sh and run it using $./youtube_download_retry.sh. change the 100 times retry to desired range.

#!/usr/bin/env bash

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Formats

Python docstrings can be written following several formats as the other posts showed. However the default Sphinx docstring format was not mentioned and is based on reStructuredText (reST). You can get some information about the main formats in that tuto.

Note that the reST is recommended by the PEP 287

There follows the main used formats for docstrings.

- Epytext

nipunsadvilkar

Formats

Python docstrings can be written following several formats as the other posts showed. However the default Sphinx docstring format was not mentioned and is based on reStructuredText (reST). You can get some information about the main formats in that tuto.

Note that the reST is recommended by the PEP 287

There follows the main used formats for docstrings.

- Epytext

nipunsadvilkar

Superset (previously known as Caravel):

1) Responsiveness of Dashboard:

On Desktop: