#!/usr/bin/env python # coding: utf-8 # # Experimenting your Winpython installation # # . [Winpython_checker test, to see various packages](Winpython_checker.ipynb) # # . [Seaborn visualization Example](seaborn_demo_from_jakevdp.ipynb) # # . [QT libraries Example](Qt_libraries_demo.ipynb) # # . [Pandas Data-science example](dplyr_pandas.ipynb) # # Tutorials and Demonstrations on Internet # # # ## Introduction to DataScience # . [Python Data Science Handbook](https://github.com/jakevdp/PythonDataScienceHandbook/blob/master/README.md) # # ## Games and Statistics # . [Pythonic Perambulations](http://jakevdp.github.io) from Jake Vanderplas, in particular http://jakevdp.github.io/blog/2017/12/18/simulating-chutes-and-ladders/ # # . [Peter Norvig Studies](https://github.com/norvig/pytudes/tree/master/ipynb) from Peter Norvig, in particular http://norvig.com/sudoku.html # ## Ipython Notebook Documentation # # . [IPython notebook-based online documentation](https://nbviewer.ipython.org/github/ipython/ipython/blob/master/examples/Index.ipynb) # # . [Galery of Interesting Notebooks](https://github.com/ipython/ipython/wiki/A-gallery-of-interesting-IPython-Notebooks) # # . Videos of Conferences and Trainings: [Europython](https://www.youtube.com/user/PythonItalia/playlists?shelf_id=4&view=50&sort=dd), [Pydata](https://www.youtube.com/user/PyDataTV) , [Scipy](https://www.youtube.com/user/EnthoughtMedia), [EuroScipy](https://www.youtube.com/channel/UCruMegFU9dg2doEGOUaAWTg), [Pycon 2018](https://www.youtube.com/channel/UCsX05-2sVSH7Nx3zuk3NYuQ/featured) , [Pycon 2017](https://www.youtube.com/channel/UCrJhliKNQ8g0qoE_zvL8eVg), [Pycon 2016](https://www.youtube.com/channel/UCwTD5zJbsQGJN75MwbykYNw) # # ## Pandas # # . Beginners Training Video: ["Brandon Rhodes - Pandas From The Ground Up - PyCon 2015 "](https://www.youtube.com/watch?v=5JnMutdy6Fw) # # . Pandas [API reference](https://pandas.pydata.org/pandas-docs/stable/api.html) # # ## Graphics : # # . Matplotlib : [Beginner's guide](https://matplotlib.org/users/beginner.html) , [Gallery](https://matplotlib.org/gallery.html) , [General Content](https://matplotlib.org/contents.html) # # . seaborn : [Tutorial](https://stanford.edu/~mwaskom/software/seaborn/tutorial.html) , [Gallery](https://stanford.edu/~mwaskom/software/seaborn/examples/index.html) # # . scikit-image : [Gallery](https://scikit-image.org/docs/dev/auto_examples/), [User Guide](https://scikit-image.org/docs/dev/user_guide.html) # # . holoviews : [Introduction](https://ioam.github.io/holoviews) , [Tutorials](https://ioam.github.io/holoviews/Tutorials/index.html) # # . bqplot: [Introduction](https://bqplot.readthedocs.io/en/stable/introduction.html) # # . Altair: [Introduction]](https://altair-viz.github.io/) # # . plotnine : [Gallery](https://plotnine.readthedocs.io/en/stable/gallery.html) , [Tutotials](https://github.com/has2k1/plotnine/blob/master/doc/external-resources.rst) # # . hvplot : [Gallery](https://hvplot.pyviz.org/) # # . PyQtGraph : [Gallery](http://www.pyqtgraph.org/) # # ## SQL # . IPython-SQL : [Tutorial](https://nbviewer.ipython.org/gist/catherinedevlin/6588378) # # . db.py : [Tutorial](https://nbviewer.ipython.org/github/yhat/db.py/blob/master/examples/db-example.ipynb) # # . baresql : [Tutorial](https://pypi.python.org/pypi/baresql) # # # # ## Machine learning / Deep Learning # . scikit-learn : [Tutorial](https://scikit-learn.org/stable/tutorial/index.html) , [Gallery](https://scikit-learn.org/stable/auto_examples/index.html) # # . Theano: [Tutorial](https://deeplearning.net/software/theano/tutorial/), [Related Projects](https://github.com/Theano/Theano/wiki/Related-projects) # # . Keras: [Introduction]](https://keras.io/) # # . Tensorflow: [Tutorial](https://github.com/Hvass-Labs/TensorFlow-Tutorials) with [videos](https://www.youtube.com/playlist?list=PL9Hr9sNUjfsmEu1ZniY0XpHSzl5uihcXZ) # # # ## Qt User Interface Development : # # . PyQt4 tutorial: https://zetcode.com/gui/pyqt4/firstprograms/ # # . PyQt5 tutorial: https://zetcode.com/gui/pyqt5/firstprograms/ # # . guiqwt tutorial: https://pythonhosted.org/guiqwt/examples.html . # # . switching from guiqwt 2 to 3: https://github.com/PierreRaybaut/guiqwt/blob/master/doc/migrating_from_v2_to_v3.rst) # # . guidata: https://pythonhosted.org/guidata/examples.html # # # # ## Winpython # # . [Winpython Discussion Group](https://groups.google.com/forum/#!forum/winpython) # # . [Other Winpython examples](http://nbviewer.ipython.org/github/winpython/winpython_afterdoc/tree/master/) # # In[ ]: