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 |
|---|---|---|---|---|---|
| 41 |
pyro
Deep universal probabilistic programming with Python and PyTorch |
9.0K | 1.0K | 08/27/26 | Apache-2.0 |
| 42 |
sonnet
TensorFlow-based neural network library |
10.0K | 1.3K | 07/07/26 | Apache-2.0 |
| 43 |
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks. |
14.3K | 3.1K | 07/31/25 | Apache-2.0 |
| 44 |
bitsandbytes
Accessible large language models via k-bit quantization for PyTorch. |
8.4K | 918 | 08/27/26 | MIT |
| 45 |
slime
slime is an LLM post-training framework for RL Scaling. |
8.3K | 1.2K | 08/28/26 | Apache-2.0 |
| 46 |
LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All. |
8.5K | 825 | 08/10/26 | Apache-2.0 |
| 47 |
deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology |
7.0K | 2.3K | 08/20/26 | MIT |
| 48 |
autograd
Efficiently computes derivatives of NumPy code. |
7.5K | 940 | 08/29/26 | MIT |
| 49 |
Liger-Kernel
Efficient Triton Kernels for LLM Training |
6.6K | 588 | 08/28/26 | BSD-2-Clause |
| 50 |
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries |
7.5K | 1.1K | 06/11/26 | Apache-2.0 |
| 51 |
smile
Statistical Machine Intelligence & Learning Engine |
6.4K | 1.1K | 08/28/26 | Other |
| 52 |
angel
A Flexible and Powerful Parameter Server for large-scale machine learning |
6.8K | 1.6K | 07/26/26 | Other |
| 53 |
skorch
A scikit-learn compatible neural network library that wraps PyTorch |
6.2K | 419 | 08/27/26 | BSD-3-Clause |
| 54 |
mergekit
Tools for merging pretrained large language models. |
7.3K | 788 | 06/17/26 | LGPL-3.0 |
| 55 |
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications. |
5.7K | 677 | 08/28/26 | Apache-2.0 |
| 56 |
probability
Probabilistic reasoning and statistical analysis in TensorFlow |
4.4K | 1.1K | 08/06/26 | Apache-2.0 |
| 57 |
AReaL
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. |
5.7K | 589 | 08/29/26 | Apache-2.0 |
| 58 |
x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various papers |
5.9K | 517 | 08/28/26 | MIT |
| 59 |
ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently. |
4.8K | 719 | 08/28/26 | BSD-3-Clause |
| 60 |
oneDNN
oneAPI Deep Neural Network Library (oneDNN) |
4.0K | 1.2K | 08/29/26 | Apache-2.0 |