Alternatives and similar repositories for STAT-4830

Users that are interested in STAT-4830 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
  ☆134Updated last year
• probml / ssm-book
  Interactive textbook on state-space models
  ☆200Updated last year
• slds-lmu / lecture_optimization
  ☆26Updated 2 weeks ago
• che-shr-cat / Deep_Learning_with_JAX
  Notebooks for the "Deep Learning with JAX" book
  ☆165Updated 6 months ago
• philipphennig / Probabilistic_ML
  Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023
  ☆197Updated 2 years ago
• philipphennig / NumericsOfML
  Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen
  ☆224Updated last year
• ludocomito / learning-diffusion
  A practical guide to diffusion models, implemented from scratch.
  ☆229Updated this week
• thomasahle / tensorgrad
  Machine Learning with Symbolic Tensors
  ☆353Updated this week
• francoisfleuret / dlc
  ☆42Updated last year
• dobriban / stat-ml-edu
  Resources for education in statistics and machine learning: from advanced undergraduate to research level
  ☆103Updated last year
• gerdm / bayes
  Neat Bayesian machine learning examples
  ☆58Updated last month
• Atcold / Energy-Book
  Deep Learning, an Energy Approach
  ☆229Updated 6 months ago
• mitmath / matrixcalc
  MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
  ☆562Updated 2 weeks ago
• diffprog / code
  Code for the book "The Elements of Differentiable Programming".
  ☆279Updated 6 months ago
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆79Updated this week
• xbresson / CS5242_2025
  NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025
  ☆404Updated 8 months ago
• muandet-lab / ipml-course
  A course on imprecise probabilistic machine learning
  ☆112Updated 2 weeks ago
• nocotan / awesome-information-geometry
  About A collection of AWESOME things about information geometry Topics
  ☆173Updated last year
• srush / Autodiff-Puzzles
  ☆460Updated last year
• AllenDowney / ThinkLinearAlgebra
  A computational introduction to LinearAlgebra
  ☆54Updated 2 months ago
• phlippe / jax_trainer
  Lightning-like training API for JAX with Flax
  ☆45Updated last year
• jax-ml / bonsai
  Minimal, lightweight JAX implementations of popular models.
  ☆175Updated last week
• Atcold / NYU-AISP24
  NYU Artificial Intelligence Spring 2024
  ☆61Updated last year
• PGM-Lab / 2022-ProbAI
  ☆21Updated 3 years ago
• kuleshov-group / dgm-resources
  ☆55Updated last year
• probabilisticai / probai-2022
  Materials of the Nordic Probabilistic AI School 2022.
  ☆181Updated 3 years ago
• YinTat / optimizationbook
  ☆148Updated 6 months ago
• Ma-Lab-Berkeley / deep-representation-learning-book
  Learning Deep Representations of Data Distributions
  ☆730Updated this week
• amirabbasasadi / mathematics-computerscience-courses
  A collection of awesome mathematics and computer science courses
  ☆138Updated last year
• probml / sts-jax
  Structural Time Series in JAX
  ☆212Updated last year