AI Agent Skills

Tensors and Dynamic neural networks in Python with strong GPU acceleration

A PyTorch Implementation of Single Shot MultiBox Detector

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

Reformer, the efficient Transformer, in Pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

Faster RCNN with PyTorch

PyTorch tutorials and best practices.

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SA…

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anoma…

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

3D ResNets for Action Recognition (CVPR 2018)