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
  ☆126Updated last year
• che-shr-cat / Deep_Learning_with_JAX
  Notebooks for the "Deep Learning with JAX" book
  ☆156Updated 4 months ago
• gerdm / bayes
  Neat Bayesian machine learning examples
  ☆58Updated 2 weeks ago
• probml / ssm-book
  Interactive textbook on state-space models
  ☆197Updated last year
• Ma-Lab-Berkeley / deep-representation-learning-book
  Learning Deep Representations of Data Distributions
  ☆470Updated last week
• philipphennig / NumericsOfML
  Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen
  ☆218Updated last year
• Atcold / Energy-Book
  Deep Learning, an Energy Approach
  ☆215Updated 4 months ago
• philipphennig / Probabilistic_ML
  Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023
  ☆184Updated 2 years ago
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆77Updated this week
• srush / Autodiff-Puzzles
  ☆454Updated 11 months ago
• dobriban / stat-ml-edu
  Resources for education in statistics and machine learning: from advanced undergraduate to research level
  ☆100Updated last year
• francoisfleuret / dlc
  ☆42Updated 9 months ago
• diffprog / code
  Code for the book "The Elements of Differentiable Programming".
  ☆269Updated 3 months ago
• phlippe / jax_trainer
  Lightning-like training API for JAX with Flax
  ☆42Updated 10 months ago
• thomasahle / tensorgrad
  Machine Learning with Symbolic Tensors
  ☆344Updated 4 months ago
• Atcold / NYU-AISP24
  NYU Artificial Intelligence Spring 2024
  ☆61Updated 11 months ago
• xbresson / CS5242_2025
  NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025
  ☆400Updated 5 months ago
• nocotan / awesome-information-geometry
  About A collection of AWESOME things about information geometry Topics
  ☆166Updated last year
• google-research / optformer
  ☆230Updated this week
• bremen79 / parameterfree
  Parameter-Free Optimizers for Pytorch
  ☆130Updated last year
• modula-systems / modula
  🧱 Modula software package
  ☆282Updated last month
• JiaYaobo / fenbux
  A Simple Statistical Distribution Library in JAX
  ☆16Updated last year
• ericmjl / score-models
  In which I learn about score functions and how they can be used to generate data.
  ☆16Updated last year
• watcl-lab / neural_networks_and_computation
  Computational abilities and efficiency of neural networks
  ☆56Updated 2 months ago
• mitmath / matrixcalc
  MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
  ☆539Updated 8 months ago
• shiernee / Advanced_ML
  ☆86Updated 2 years ago
• slds-lmu / lecture_optimization
  ☆21Updated 2 weeks ago
• darrenjw / fp-ssc-course
  An introduction to functional programming for scalable statistical computing
  ☆76Updated last year
• ecotner / statistical-rethinking
  Following along with Statistical Rethinking text on Bayesian modeling by McElreath
  ☆67Updated 5 years ago
• SamsungSAILMontreal / ForestDiffusion
  Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models
  ☆166Updated last year