Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq

• Updated Jan 20, 2024
• Jupyter Notebook

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

nlp data-science computer-vision deep-learning mxnet book pytorch d2l pytorch-implmention dive-into-deep-learning

• Updated Jul 25, 2024
• Jupyter Notebook

PyTorch implementation of Super SloMo by Jiang et al.

deep-neural-networks deep-learning pytorch convolutional-neural-networks slow-motion pytorch-implmention frame-interpolation video-frame-interpolation super-slomo slomo

• Updated Mar 9, 2023
• Python

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms pytorch-tutorial proximal-policy-optimization ppo pytorch-implmention ppo-pytorch

• Updated Jul 9, 2024
• Python

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

yolo object-detection pytorch-tutorial pytorch-implmention yolov3

• Updated Nov 17, 2019
• Python

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

tutorial cnn pytorch vgg lenet image-classification resnet alexnet convolutional-networks convolutional-neural-networks convolutional-neural-network pytorch-tutorial pytorch-tutorials pytorch-cnn pytorch-implmention torchvision pytorch-implementation

• Updated Dec 28, 2021
• Jupyter Notebook

PyTorch implementation of soft actor critic

reinforcement-learning deep-reinforcement-learning pytorch pytorch-implmention soft-actor-critic

• Updated Jul 17, 2025
• Python

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

nlp text-classification transformers pytorch multi-label-classification albert bert fine-tuning pytorch-implmention xlnet

• Updated Apr 18, 2023
• Python

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

nlp deep-learning pointer-networks summarization attention-mechanism pytorch-implmention seq2seq-attn

• Updated Jan 23, 2023
• Python

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

super-resolution plug-and-play pytorch-implmention blurry-images srresnet

• Updated Sep 3, 2020
• Python

The implementation of StyleGAN on PyTorch 1.0.1

generative-adversarial-network pytorch-implmention stylegan

• Updated Jun 28, 2020
• Python

Bilinear attention networks for visual question answering

attention visual-question-answering bilinear-pooling pytorch-implmention

• Updated Oct 30, 2023
• Python

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

deep-learning pytorch coco human-pose-estimation pretrained-models pose-estimation prm mpii stacked-hourglass-networks keypoints-detector hourglass-network pytorch-implmention coco-dataset deeppose chained-prediction

• Updated Oct 20, 2021
• Python

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

reinforcement-learning exploration ddpg her pytorch-implmention off-policy hindsight-experience-replay

• Updated Dec 11, 2021
• Python

A PyTorch implementation for StyleGAN with full features.

deep-learning cv pytorch generative-adversarial-network gan cvpr pytorch-implmention gan-pytorch pytorch-implementation stylegan cvpr2019 cvpr19

• Updated Sep 2, 2026
• Python

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

computer-vision deep-learning pytorch pytorch-implmention focal-loss focalloss-pytorch

• Updated Dec 24, 2021
• Jupyter Notebook

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

transformer deeplearning action-recognition pytorch-implmention pretrained-model pytorch-lightning timesformer vivit maskfeat

• Updated May 4, 2022
• Python

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms rl actor-critic pytorch-tutorial pytorch-tutorials pytorch-rl advantage-actor-critic a2c pytorch-implmention pytorch-implementation generalized-advantage-estimation

• Updated Oct 23, 2020
• Jupyter Notebook

LSTM and GRU in PyTorch

pytorch lstm mnist-dataset rnn-pytorch pytorch-implmention

• Updated Jan 20, 2019
• Jupyter Notebook

The PyTorch Implementation of SummaRuNNer

pytorch summary extractive-summarization pytorch-implmention summarunner

• Updated Sep 7, 2021
• Python