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 Cookbook》 3rd Edition Translation

Useful functions, tutorials, and other Python-related things

Tutorial on scikit-learn and IPython for parallel machine learning

Introduction to Statistics using Python

Useful Python tips!

I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressiv…