Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
#自然语言处理#This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
#计算机科学#PyTorch implementation of Super SloMo by Jiang et al.
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
#计算机科学#Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
#自然语言处理#This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
#自然语言处理#pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
PyTorch implementation of soft actor critic
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
The implementation of StyleGAN on PyTorch 1.0.1
Bilinear attention networks for visual question answering
#计算机科学#Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
#计算机科学#A PyTorch implementation for StyleGAN with full features.
#计算机科学#PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
PyTorch implementation of a collections of scalable Video Transformer Benchmarks.
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
The PyTorch Implementation of SummaRuNNer