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 |
|---|---|---|---|---|---|
| 201 |
TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing |
1.7K | 243 | 05/08/23 | Apache-2.0 |
| 202 |
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility |
2.0K | 353 | 03/25/23 | MIT |
| 203 |
detext
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks |
1.3K | 135 | 03/02/23 | BSD-2-Clause |
| 204 |
textgenrnn
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code. |
4.9K | 731 | 07/17/22 | Other |
| 205 |
tiny-dnn
header only, dependency-free deep learning framework in C++14 |
6.0K | 1.4K | 04/17/22 | Other |
| 206 |
zhusuan
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow |
2.2K | 413 | 12/17/22 | MIT |
| 207 |
torchgan
Research Framework for easy and efficient training of GANs based on Pytorch |
1.4K | 167 | 10/23/22 | MIT |
| 208 |
AutoDL
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS. |
1.2K | 214 | 09/23/22 | Apache-2.0 |
| 209 |
Tensorflow-Project-Template
A best practice for tensorflow project template architecture. |
3.6K | 790 | 04/21/22 | Apache-2.0 |
| 210 |
sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755) |
2.1K | 304 | 01/04/22 | MIT |
| 211 |
performer-pytorch
An implementation of Performer, a linear attention-based transformer, in Pytorch |
1.2K | 148 | 02/02/22 | MIT |
| 212 |
graphtransformer
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21. |
1.0K | 150 | 07/27/21 | MIT |
| 213 |
Swift-AI
The Swift machine learning library. |
6.0K | 551 | 05/03/17 | MIT |