Alternatives and similar repositories for MathForCS_ML

Users that are interested in MathForCS_ML are comparing it to the libraries listed below

• fbach2000 / Learning_Theory_from_First_Principles
  Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach
  ☆127Updated last year
• snowdj / CS228_PGM
  🌀 Stanford CS 228 - Probabilistic Graphical Models
  ☆89Updated 6 years ago
• MonitSharma / Numerical-Linear-Algebra
  A course on Linear Algebra using Python in Jupyter notebooks
  ☆41Updated 2 years ago
• probml / probml-notebooks
  Notebooks for "Probabilistic Machine Learning" book
  ☆202Updated 3 years ago
• leeyngdo / Numerical-Linear-Algebra
  Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997
  ☆92Updated last year
• shiernee / Advanced_ML
  ☆87Updated 2 years ago
• YinTat / optimizationbook
  ☆147Updated 4 months ago
• philipphennig / Probabilistic_ML
  Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023
  ☆187Updated 2 years ago
• desh2608 / numerical-linear-algebra
  Solutions to exercises in Numerical Linear Algebra by Trefethen and Bau.
  ☆105Updated 6 years ago
• rishabhk108 / AdvancedOptML
  CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning
  ☆180Updated 4 years ago
• CMU-IDeeL / CMU-IDeeL.github.io
  11-785 Introduction to Deep Learning (IDeeL) website with logistics and select course materials
  ☆68Updated this week
• introdeeplearning / book
  Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"
  ☆235Updated last month
• woctezuma / deep-learning-resources
  Books, courses, videos and blogs, mostly about Deep Learning.
  ☆43Updated 3 months ago
• damek / STAT-4830
  Official Github for Wharton STAT 4830
  ☆44Updated 4 months ago
• nocotan / awesome-information-geometry
  About A collection of AWESOME things about information geometry Topics
  ☆169Updated last year
• yoninazarathy / MathematicalEngineeringDeepLearning
  Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org
  ☆461Updated last year
• xbresson / CS5242_2025
  NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025
  ☆402Updated 6 months ago
• dair-ai / awesome-research-proposals-guide
  A guide to improve your research proposals.
  ☆199Updated 4 years ago
• che-shr-cat / Deep_Learning_with_JAX
  Notebooks for the "Deep Learning with JAX" book
  ☆157Updated 4 months ago
• facebookresearch / LAWT
  Code for papers Linear Algebra with Transformers (TMLR) and What is my Math Transformer Doing? (AI for Maths Workshop, Neurips 2022)
  ☆76Updated last year
• xbresson / CS6208_2023
  Advanced Topics in Artificial Intelligence, NUS CS6208, 2023
  ☆327Updated 2 years ago
• zoq / Awesome-Optimizer
  Collect optimizer related papers, data, repositories
  ☆99Updated 11 months ago
• dlsyscourse / public_notebooks
  ☆58Updated 11 months ago
• shervinmin / awesome-deep-learning-survey-papers
  In this page, I will provide a list of survey papers on topics related to deep learning and its applications in various fields.
  ☆126Updated last year
• Tobotis / fourier-guide
  An interactive guide to the Fourier-Transform.
  ☆27Updated 11 months ago
• vivek3141 / dl-visualization
  This is the source code for the animations in the series "Visualizing Deep Learning"
  ☆212Updated last year
• paperswithcode / tutorials
  Basic guidance on how to contribute to Papers with Code
  ☆24Updated 3 years ago
• pyt-team / tdlbook
  ☆36Updated last year
• probml / probml-utils
  Utilities for probabilistic ML
  ☆36Updated 2 years ago
• probml / ssm-book
  Interactive textbook on state-space models
  ☆197Updated last year