Course notes for CS228: Probabilistic Graphical Models.
☆2,002Jun 24, 2025Updated 11 months ago
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.☆4,841Mar 18, 2024Updated 2 years ago
- Deep universal probabilistic programming with Python and PyTorch☆9,008Jun 5, 2026Updated last week
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,089Feb 26, 2026Updated 3 months ago
- TensorFlow-based neural network library☆9,922May 6, 2026Updated last month
- Oxford Deep NLP 2017 course☆15,852Jul 2, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Summaries and notes on Deep Learning research papers☆4,420Feb 13, 2018Updated 8 years ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,419May 12, 2026Updated last month
- Efficiently computes derivatives of NumPy code.☆7,496Jun 8, 2026Updated last week
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,034Jul 13, 2023Updated 2 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆893May 12, 2024Updated 2 years ago
- Topics Course on Deep Learning UC Berkeley☆1,305Oct 28, 2017Updated 8 years ago
- Various tutorials given for welcoming new students at MILA.☆984Jun 27, 2018Updated 7 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
- Python Toolkit for Causal and Probabilistic Reasoning☆3,276Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,159Jun 25, 2024Updated last year
- Python Implementation of Reinforcement Learning: An Introduction☆14,681Aug 9, 2024Updated last year
- Bayesian Modeling and Probabilistic Programming in Python☆9,636Updated this week
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,891Jun 8, 2026Updated last week
- Collection of probabilistic models and inference algorithms☆239Apr 3, 2020Updated 6 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,888Apr 16, 2024Updated 2 years ago
- The most cited deep learning papers☆26,152Jan 18, 2024Updated 2 years ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,496Mar 24, 2024Updated 2 years ago
- Course notes☆749Apr 23, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- starter from "How to Train a GAN?" at NIPS2016☆11,620Jan 9, 2022Updated 4 years ago
- Public facing notes page☆10,913May 14, 2026Updated last month
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,377Dec 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!☆39,506Nov 27, 2022Updated 3 years ago
- PRML algorithms implemented in Python☆11,721Apr 5, 2025Updated last year
- Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained☆4,547Jul 1, 2021Updated 4 years ago
- Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)☆1,014Jul 30, 2018Updated 7 years ago
- A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy https://visdom.dev☆10,268Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,786Updated this week
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆23,926Sep 1, 2025Updated 9 months ago
- Recurrent Neural Network - A curated list of resources dedicated to RNN☆6,209Feb 3, 2022Updated 4 years ago
- A course in reinforcement learning in the wild☆6,515Mar 31, 2026Updated 2 months ago
- Learning to Learn in TensorFlow☆4,068Jun 29, 2021Updated 4 years ago
- TensorFlow tutorials and best practices.☆8,588Oct 22, 2020Updated 5 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,583Dec 10, 2025Updated 6 months ago