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 |
|---|---|---|---|---|---|
| 181 |
neurojs
A JavaScript deep learning and reinforcement learning library. |
4.4K | 362 | 10/10/23 | MIT |
| 182 |
spektral
Graph Neural Networks with Keras and Tensorflow 2. |
2.4K | 343 | 01/21/24 | MIT |
| 183 |
TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers |
7.4K | 1.6K | 02/18/23 | Other |
| 184 |
Alpaca-CoT
Alpaca-CoT is an instruction-tuning platform with a unified interface for instruction data, multiple LLMs, and parameter-efficient methods like LoRA and P-Tuning. |
2.8K | 247 | 12/12/23 | Apache-2.0 |
| 185 |
LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models" |
1.2K | 115 | 03/10/24 | Apache-2.0 |
| 186 |
MeZO
[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333 |
1.2K | 89 | 01/11/24 | MIT |
| 187 |
P-tuning-v2
An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks |
2.1K | 212 | 11/16/23 | Apache-2.0 |
| 188 |
TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters. |
3.8K | 937 | 07/10/23 | Apache-2.0 |
| 189 |
euler
A distributed graph deep learning framework. |
2.9K | 554 | 08/19/23 | Apache-2.0 |
| 190 |
Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning. |
1.4K | 196 | 11/03/23 | MIT |
| 191 |
AI-Optimizer
The next generation deep reinforcement learning tookit |
3.5K | 597 | 06/16/23 | Other |
| 192 |
deep-learning-model-convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares. |
3.2K | 481 | 06/26/23 | Other |
| 193 |
fastNLP
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation. |
3.1K | 449 | 06/05/23 | Apache-2.0 |
| 194 |
TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21) |
1.4K | 185 | 08/28/23 | MIT |
| 195 |
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch |
3.2K | 629 | 04/29/23 | BSD-3-Clause |
| 196 |
graph_nets
Build Graph Nets in Tensorflow |
5.4K | 778 | 12/12/22 | Apache-2.0 |
| 197 |
reformer-pytorch
Reformer, the efficient Transformer, in Pytorch |
2.2K | 252 | 06/21/23 | MIT |
| 198 |
tensorflow_template_application
TensorFlow template application for deep learning |
1.9K | 702 | 07/05/23 | Apache-2.0 |
| 199 |
NeuronBlocks
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego |
1.5K | 192 | 07/22/23 | MIT |
| 200 |
PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. |
2.9K | 489 | 03/31/23 | Other |