Repository Index

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 ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

TranslatedThe second edition of "One-Person Business Methodology" (《一人企业方法论》), also suitable for non-technical people doing other side businesses (such as self-media, e-commerce, digital goods).

TranslatedHand-written implementations of all the algorithms in Li Hang's book "Statistical Learning Methods" (《统计学习方法》)

• machine-learning-algorithms
• code
• statistical-learning-method

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

• riemann-solver
• python
• jupyter-notebook
• book