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ml and statistics

5 repositories

Code repository for O'Reilly book

Jupyter Notebook 3,006 1,861 Updated Jan 7, 2025

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

Jupyter Notebook 688 202 Updated Sep 13, 2022

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

754 224 Updated Sep 9, 2020

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 ;)

Jupyter Notebook 27,509 7,926 Updated Jun 25, 2024

Official inference framework for 1-bit LLMs

Python 20,094 1,509 Updated Jun 3, 2025
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