Course notes for CS228: Probabilistic Graphical Models.
☆2,015Jun 24, 2025Updated last year
Alternatives and similar repositories for cs228-notes
Users that are interested in cs228-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,843Mar 18, 2024Updated 2 years ago
- Deep universal probabilistic programming with Python and PyTorch☆9,059Sep 7, 2026Updated 2 weeks ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,151Feb 26, 2026Updated 7 months ago
- Oxford Deep NLP 2017 course☆15,856Jul 2, 2023Updated 3 years ago
- TensorFlow-based neural network library☆9,970Jul 7, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Summaries and notes on Deep Learning research papers☆4,420Feb 13, 2018Updated 8 years ago
- Efficiently computes derivatives of NumPy code.☆7,535Updated this week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,433Updated this week
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,134Jul 13, 2023Updated 3 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆892May 12, 2024Updated 2 years ago
- Topics Course on Deep Learning UC Berkeley☆1,300Oct 28, 2017Updated 8 years ago
- Various tutorials given for welcoming new students at MILA.☆983Jun 27, 2018Updated 8 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,196Jun 25, 2024Updated 2 years ago
- Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)☆1,124Oct 13, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python Toolkit for Causal and Probabilistic Reasoning☆3,341Updated this week
- Python Implementation of Reinforcement Learning: An Introduction☆14,765Aug 9, 2024Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,776Updated this week
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,917Jul 10, 2026Updated 2 months ago
- Collection of probabilistic models and inference algorithms☆240Apr 3, 2020Updated 6 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,984Apr 16, 2024Updated 2 years ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,491Mar 24, 2024Updated 2 years ago
- The most cited deep learning papers☆26,197Jan 18, 2024Updated 2 years ago
- Course notes☆761Apr 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- starter from "How to Train a GAN?" at NIPS2016☆11,618Jan 9, 2022Updated 4 years ago
- Public facing notes page☆11,050May 14, 2026Updated 4 months ago
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,371Dec 22, 2020Updated 5 years ago
- A collection of video resources for machine learning☆1,554Jan 23, 2021Updated 5 years ago
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,565Nov 27, 2022Updated 3 years ago
- PRML algorithms implemented in Python☆11,732Apr 5, 2025Updated last year
- Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained☆4,539Jul 1, 2021Updated 5 years ago
- Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)☆1,013Jul 30, 2018Updated 8 years ago
- Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torc…☆10,313Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,341Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆24,052Sep 1, 2025Updated last year
- A course in reinforcement learning in the wild☆6,581Mar 31, 2026Updated 5 months ago
- Recurrent Neural Network - A curated list of resources dedicated to RNN☆6,211Feb 3, 2022Updated 4 years ago
- Learning to Learn in TensorFlow☆4,072Jun 29, 2021Updated 5 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,677Dec 10, 2025Updated 9 months ago
- A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow☆2,216Dec 17, 2022Updated 3 years ago