Deep Learning Frameworks
Core deep learning training and inference frameworks — PyTorch, TensorFlow, JAX, and similar stacks.
213 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 81 |
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models" |
13.8K | 924 | 12/17/24 | MIT |
| 82 |
torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications. |
2.5K | 518 | 08/20/26 | Apache-2.0 |
| 83 |
maxtext
A simple, performant, and scalable Jax LLM! |
2.4K | 593 | 08/30/26 | Apache-2.0 |
| 84 |
jittor
Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators. |
3.2K | 324 | 08/30/26 | Apache-2.0 |
| 85 |
singa
a distributed deep learning platform |
3.6K | 1.3K | 07/07/26 | Apache-2.0 |
| 86 |
optax
Optax is a gradient processing and optimization library for JAX. |
2.3K | 361 | 08/29/26 | Apache-2.0 |
| 87 |
aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models. |
2.7K | 460 | 08/28/26 | Other |
| 88 |
equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/ |
3.0K | 213 | 08/10/26 | Apache-2.0 |
| 89 |
tensorflow-onnx
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX |
2.6K | 472 | 08/29/26 | Apache-2.0 |
| 90 |
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included. |
2.9K | 605 | 08/24/26 | MIT |
| 91 |
catalyst
Accelerated deep learning R&D |
3.4K | 397 | 07/08/26 | Apache-2.0 |
| 92 |
RAGEN
Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics |
2.8K | 228 | 08/23/26 | MIT |
| 93 |
torch-points3d
Pytorch framework for doing deep learning on point clouds. |
2.7K | 404 | 08/24/26 | Other |
| 94 |
xTuring
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6 |
2.7K | 211 | 08/29/26 | Apache-2.0 |
| 95 |
pipcook
Machine learning platform for Web developers |
2.6K | 210 | 08/30/26 | Apache-2.0 |
| 96 |
tiny-cuda-nn
Lightning fast C++/CUDA neural network framework |
4.5K | 577 | 04/21/26 | Other |
| 97 |
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch. |
2.1K | 319 | 08/29/26 | Other |
| 98 |
tnt
A lightweight library for PyTorch training tools and utilities |
1.7K | 310 | 08/28/26 | Other |
| 99 |
xla
Enabling PyTorch on XLA Devices (e.g. Google TPU) |
2.8K | 570 | 05/27/26 | Other |
| 100 |
snntorch
Deep and online learning with spiking neural networks in Python |
2.0K | 302 | 08/29/26 | MIT |