Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,672 results
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
Automatic architecture search and hyperparameter optimization for PyTorch
TorchCFM: a Conditional Flow Matching library
A PyTorch Library for Multi-Task Learning
The PyTorch-based audio source separation toolkit for researchers
Using modified BiSeNet for face parsing in PyTorch
Paper and implementation of UNet-related model.
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
Collection of generative models in Pytorch version.
GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code
Repository for benchmarking graph neural networks (JMLR 2023)
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
Pytorch framework for doing deep learning on point clouds.
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Enabling PyTorch on XLA Devices (e.g. Google TPU)
This is code of book "Learn Deep Learning with PyTorch"
A PyTorch Library for Meta-learning Research
Structured state space sequence models
The author's officially unofficial PyTorch BigGAN implementation.
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
24,540 repositories in the index in total.
