https://github.com/donnemartin/data-science-ipython-notebooks
https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks
http://www.kdnuggets.com/2016/04/top-10-ipython-nb-tutorials.html
http://www.johnwittenauer.net/machine-learning-exercises-in-python-part-1/
https://github.com/jdwittenauer/ipython-notebooks
https://habrahabr.ru/company/wunderfund/blog/316826/
https://developer.ibm.com/clouddataservices/2016/10/11/pixiedust-magic-for-python-notebook/
jupyter notebook <yourscript.py> - run in browser
jupyter qtconsole <yourscript.py> - run in QTConsole
conda update anaconda
Extension
https://github.com/nipunbatra/ProgramaticallyUnderstandingSeries
https://www.datacamp.com/community/tutorials/tutorial-jupyter-notebook#gs.B4Bl2Wo
https://github.com/nivwusquorum/6.006-2015-notebooks
http://jupyter.readthedocs.org/en/latest/install.html#how-to-install-jupyter-notebook
https://www.reddit.com/r/Python/comments/41qihz/what_is_your_jupyter_workflow_like/
https://github.com/mritchie712/dfToHTML Frame2HTML
https://www.yhat.com/products/rodeo/
http://nb.bianp.net/sort/views/
publishing to github
http://blog.rtwilson.com/two-great-ipython-extensions/
Web-based application for authoring documents that combine live-code with narrative text, equations and visualizations. Documentation | Repo
Terminal based console for interactive computing. Documentation | Repo
Qt application for interactive computing with rich output. Documentation | Repo
ipython --pylab or %pylab loads numpy as np and matplotlib.pyplot as plt
%matplotlib inline # to get picture inlined
The %pylab magic is discouraged in favor of %matplotlib inline
(to embed figures in the notebook) and
import matplotlib.pyplot as plt.
The main reason is that %pylab clutters the interactive namespace
by importing a huge number of variables
http://raspberry-python.blogspot.com/2015/12/exploring-nfl-data-through-visualization.html
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
https://conda.anaconda.org/bokeh
http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter1/15-ten.ipynb
http://blog.rtwilson.com/an-easy-way-to-install-jupyter-notebook-extensions/
http://nwhitehead.github.io/pineapple/
https://zeppelin.incubator.apache.org/
https://github.com/donnemartin/data-science-ipython-notebooks
http://mbakker7.github.io/exploratory_computing_with_python/
https://github.com/hangtwenty/dive-into-machine-learning
https://github.com/liyanage/ipython-notebook/wiki IPython for OS X 10.9 (“Mavericks”).
http://mbakker7.github.io/exploratory_computing_with_python/
https://www.reddit.com/r/Python/comments/3hu8fj/im_creating_an_example_python_machine_learning/
http://news.ycombinator.com/item?id=4909070
IPython with QT console:
http://ptsg.berkeley.edu/~minrk/ipdocs/interactive/qtconsole.html
http://pirsquared.org/vim-ipython/
Videos: http://pyvideo.org/video/605/ipython-in-depth-high-productivity-interactive-a
http://pyvideo.org/video/640/ipython-python-at-your-fingertips
http://ipython.org/ipython-doc/stable/interactive/tutorial.html
http://www.vim.org/scripts/script.php?script_id=3709 Vim plugin
http://www.youtube.com/watch?v=XON4josuRww&feature=related
http://www.youtube.com/watch?v=ngNJyG5e8xY&feature=related
http://www.reddit.com/r/Python/comments/p7c8m/ipython_notebook_browserbased_ipython_with/
matplotlib integration
ipython -pylab http://ipython.org/ipython-doc/stable/interactive/qtconsole.html
ipython --gui=qt ipython --pylab=qt #version 0.11
linspace?
In [2]: linspace(0,1,11)
Out[2]: array([ 0. , 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1. ])
In [3]: p=linspace(-pi,pi,100)
In [4]: len(p)
Out[4]: 100
In [5]: plot(p,cos(p))
Out[5]: [<matplotlib.lines.Line2D object at 0x04404730>]
In [6]: clf()
https://github.com/donnemartin/data-science-ipython-notebooks
http://www.machinalis.com/blog/embedding-interactive-charts-on-an-ipython-nb/
https://github.com/beltashazzer/jmpy/blob/master/jmpy.ipynb
http://nbviewer.ipython.org/github/beltashazzer/jmpy/blob/master/jmpy.ipynb