probml / pml-book

Related projects ⓘ

Alternatives and complementary repositories for pml-book

• probml / pyprobml
  Python code for "Probabilistic Machine learning" book by Kevin Murphy
  ☆6,545Updated 3 months ago
• probml / pml2-book
  Probabilistic Machine Learning: Advanced Topics
  ☆1,397Updated 4 months ago
• michaelgutmann / ml-pen-and-paper-exercises
  Pen and paper exercises in machine learning
  ☆1,935Updated 5 months ago
• jmtomczak / intro_dgm
  "Deep Generative Modeling": Introductory Examples
  ☆1,059Updated last month
• Atcold / NYU-DLSP21
  NYU Deep Learning Spring 2021
  ☆1,577Updated 2 months ago
• eugeneyan / ml-surveys
  📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
  ☆2,822Updated last year
• gerdm / prml
  Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
  ☆2,147Updated 2 years ago
• christophM / interpretable-ml-book
  Book about interpretable machine learning
  ☆4,796Updated this week
• google-deepmind / educational
  ☆1,406Updated 2 years ago
• dair-ai / ML-Notebooks
  Machine Learning Notebooks
  ☆3,298Updated 7 months ago
• dair-ai / GNNs-Recipe
  🟠 A study guide to learn about Graph Neural Networks (GNNs)
  ☆1,126Updated last year
• udlbook / udlbook
  Understanding Deep Learning - Simon J.D. Prince
  ☆6,555Updated this week
• vahidk / EffectivePyTorch
  PyTorch tutorials and best practices.
  ☆1,657Updated 2 years ago
• mml-book / mml-book.github.io
  Companion webpage to the book "Mathematics For Machine Learning"
  ☆13,247Updated 10 months ago
• maziarraissi / Applied-Deep-Learning
  Applied Deep Learning Course
  ☆3,192Updated last year
• google / latexify_py
  A library to generate LaTeX expression from Python code.
  ☆7,252Updated 6 months ago
• BoltzmannEntropy / interviews.ai
  It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; ho…
  ☆4,522Updated 2 years ago
• ritchieng / the-incredible-pytorch
  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
  ☆11,517Updated last month
• IgorSusmelj / pytorch-styleguide
  An unofficial styleguide and best practices summary for PyTorch
  ☆1,931Updated 2 years ago
• dair-ai / Transformers-Recipe
  🧠 A study guide to learn about Transformers
  ☆1,541Updated last year
• abhishekkrthakur / approachingalmost
  Approaching (Almost) Any Machine Learning Problem
  ☆7,442Updated last year
• upb-lea / reinforcement_learning_course_materials
  Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn Univ…
  ☆944Updated last month
• phlippe / uvadlc_notebooks
  Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
  ☆2,579Updated 3 weeks ago
• clementchadebec / benchmark_VAE
  Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
  ☆1,822Updated 3 months ago
• epfml / OptML_course
  EPFL Course - Optimization for Machine Learning - CS-439
  ☆1,149Updated 4 months ago
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,562Updated 4 months ago
• optuna / optuna
  A hyperparameter optimization framework
  ☆10,939Updated this week
• PacktPublishing / The-Kaggle-Book
  Code Repository for The Kaggle Book, Published by Packt Publishing
  ☆2,196Updated 5 months ago
• PythonOT / POT
  POT : Python Optimal Transport
  ☆2,431Updated this week
• dair-ai / Mathematics-for-ML
  🧮 A collection of resources to learn mathematics for machine learning
  ☆4,515Updated last year