Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/CamDavidsonPilon/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 ;)

bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics

Last synced: 12 May 2024

https://github.com/hrnbot/Basic-Mathematics-for-Machine-Learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

ai algebra beginner calculus linear-algebra machine-learning machinelearning-python mathematical-analysis mathematical-functions mathematics maths notebook prerequisites probability python pytorch siraj siraj-raval statistics

Last synced: 31 Mar 2024