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 |
|---|---|---|---|---|---|
| 121 |
fairseq2
FAIR Sequence Modeling Toolkit 2 |
1.1K | 146 | 08/10/26 | MIT |
| 122 |
evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE. |
1.1K | 79 | 08/17/26 | Apache-2.0 |
| 123 |
torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers. |
1.7K | 262 | 07/06/26 | MIT |
| 124 |
adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning |
2.8K | 373 | 04/26/26 | Apache-2.0 |
| 125 |
Mish
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020] |
1.3K | 128 | 07/20/26 | MIT |
| 126 |
thinc
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries |
2.9K | 294 | 03/27/26 | MIT |
| 127 |
TinyLLaVA_Factory
A Framework of Small-scale Large Multimodal Models |
1.0K | 103 | 07/23/26 | Apache-2.0 |
| 128 |
open-infra-index
Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation |
8.1K | 297 | 05/15/25 | Other |
| 129 |
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch. |
6.3K | 658 | 08/17/25 | MIT |
| 130 |
mlx-tune
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API. |
1.4K | 91 | 06/23/26 | Apache-2.0 |
| 131 |
align-anything
Align Anything: Training All-modality Model with Feedback |
4.7K | 506 | 11/27/25 | Apache-2.0 |
| 132 |
nanoVLM
The simplest, fastest repository for training/finetuning small-sized VLMs. |
5.0K | 508 | 10/27/25 | Apache-2.0 |
| 133 |
keras-attention
Keras Attention Layer (Luong and Bahdanau scores). |
2.8K | 648 | 03/12/26 | Apache-2.0 |
| 134 |
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning. |
3.0K | 752 | 01/16/26 | Apache-2.0 |
| 135 |
bert4torch
An elegent pytorch implement of transformers |
1.3K | 166 | 05/16/26 | MIT |
| 136 |
pytorch_tabular
A unified framework for Deep Learning Models on tabular data |
1.7K | 177 | 04/17/26 | MIT |
| 137 |
DualPipe
A bidirectional pipeline parallelism algorithm for computation-communication overlap in DeepSeek V3/R1 training. |
3.0K | 332 | 01/14/26 | MIT |
| 138 |
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch. |
7.7K | 1.2K | 03/21/25 | Apache-2.0 |
| 139 |
hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world. |
2.5K | 232 | 01/11/26 | MIT |
| 140 |
pyreft
Stanford NLP Python library for Representation Finetuning (ReFT) |
1.6K | 134 | 03/05/26 | Apache-2.0 |