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
2,686 results
Collection of generative models in Pytorch version.
Real-time end-to-end singing voice conversion system based on DDSP (Differentiable Digital Signal Processing)
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)
View model summaries in PyTorch!
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Image to prompt with BLIP and CLIP
FFCV: Fast Forward Computer Vision (and other ML workloads!)
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
DeepLab v3+ model in PyTorch. Support different backbones.
MOT using deepsort and yolov3 with pytorch
Deep recommender models using PyTorch.
pytorch tutorial for beginners
24,523 repositories in the index in total.
