174 Open source projects that are alternatives of or similar to Awesome-Pytorch-Tutorials

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

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

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

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！

Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

PyTorch 1.0 官方文档 中文版，欢迎关注微信公众号：磐创AI

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

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

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

This is code of book "Learn Deep Learning with PyTorch"

A clean and lucid implementation of cycleGAN using PyTorch

验证码识别

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Pytorch deep learning face frontalization model

Numerical Computation of Receptive Field in Pytorch

Duke Natural Language Processing Winter School 2020

The implementation of 3D-UNet using PyTorch

A unified ensemble framework for Pytorch to improve the performance and robustness of your deep learning model

Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs

🔥 OpenPose api wrapper in PyTorch.

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

🍀 Pytorch Implementation of RandLA-Net (https://arxiv.org/abs/1911.11236)

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

pytorch tutorial for beginners

PyTorch Implementation for Neural Graph Collaborative Filtering

Implementation of Conditional Generative Adversarial Networks in PyTorch

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

Some example scripts on pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

PyTorch KR Tutorial Competition 2018

Important paper implementations for Question Answering using PyTorch

A text analytics library with support for codemixed data

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

Reproduce some methods in semi-supervised papers.

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

Code for CheXpert Challenge 2019 Top 1 && Top 2 solution

Pytorch implementation of DeepDream on VGG16 Network

A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

Visual Attribute Transfer through Deep Image Analogy in PyTorch!

PyTorch tutorial for learners

This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction

Notebooks for learning about the layers of a convolutional neural network.

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning