Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Cs Video Courses | 56,257 | a day ago | 17 | |||||||
List of Computer Science courses with video lectures. | ||||||||||
Ray | 25,845 | 80 | 199 | 16 hours ago | 76 | June 09, 2022 | 2,891 | apache-2.0 | Python | |
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads. | ||||||||||
Applied Ml | 24,242 | 7 days ago | 3 | mit | ||||||
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production. | ||||||||||
Annotated_deep_learning_paper_implementations | 22,464 | 1 | 22 days ago | 76 | June 27, 2022 | 17 | mit | Jupyter Notebook | ||
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 | ||||||||||
D2l En | 18,001 | 2 days ago | 99 | other | Python | |||||
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. | ||||||||||
Ml Agents | 14,781 | 12 | 14 | 2 days ago | 44 | April 01, 2022 | 184 | other | C# | |
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning. | ||||||||||
Tensor2tensor | 13,663 | 82 | 11 | 7 days ago | 79 | June 17, 2020 | 589 | apache-2.0 | Python | |
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research. | ||||||||||
Numpy Ml | 11,716 | 2 months ago | 3 | June 20, 2020 | 28 | gpl-3.0 | Python | |||
Machine learning, in numpy | ||||||||||
Deep Learning Drizzle | 10,767 | 5 months ago | 6 | HTML | ||||||
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! | ||||||||||
Tensorflow Tutorials | 8,644 | 2 years ago | 2 | mit | Jupyter Notebook | |||||
TensorFlow Tutorials with YouTube Videos |
This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations,
The website renders these as side-by-side formatted notes. We believe these would help you understand these algorithms better.
We are actively maintaining this repo and adding new
implementations almost weekly.
for updates.
Solving games with incomplete information such as poker with CFR.
pip install labml-nn
If you use this for academic research, please cite it using the following BibTeX entry.
@misc{labml,
author = {Varuna Jayasiri, Nipun Wijerathne},
title = {labml.ai Annotated Paper Implementations},
year = {2020},
url = {https://nn.labml.ai/},
}
This shows the most popular research papers on social media. It also aggregates links to useful resources like paper explanations videos and discussions.
This is a library that let's you monitor deep learning model training and hardware usage from your mobile phone. It also comes with a bunch of other tools to help write deep learning code efficiently.