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awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

bda_py_demos

Bayesian Data Analysis demos for Python

compstats

Code for a workshop on statistical interference using computational methods in Python.

coursera-deep-learning

Solutions to all quiz and all the programming assignments!!!

courses

fast.ai Courses

dataexploration

Supporting code for a video series on best practices for exploratory data analysis.

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

effective_pandas_book

Errata and code for Effective Pandas book

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

git-demo

Git demo repo for training

git-supervisual-cheatsheet

A cheatsheet that visualizes commands for git

git-test

Learn Git and GitHub from ProGit

google-research

Google AI Research

introducing-python

An introduction to Python

livecoded-api-server

API rest server in Python 3, as livecoded in Powerful Python video

modernpython

Sample code for the video course: Modern Python: Big Ideas, Little Code

modsimpy

Text and supporting code for Modeling and Simulation in Python

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

oreilly-intermediate-python

Exercises for O'Reilly's Intermediate Python video series

pandas-head-to-tail

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pbpython

Code, Notebooks and Examples from Practical Business Python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-jumpstart-course-demos

Contains all the "handout" materials for my Python Jumpstart by Building 10 Apps course. This includes try it yourself and finished versions of the 10 apps.

python-reference

Python Quick Reference

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

rdkit_blog

RDKit related blog posts, notebooks, and data.