https://github.com/bentrevett/pytorch-seq2seq

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

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

Last synced: 14 May 2025

https://github.com/dsgiitr/d2l-pytorch

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

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

Last synced: 14 May 2025

https://github.com/avinashpaliwal/Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

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

Last synced: 15 May 2025

https://github.com/avinashpaliwal/super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

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

Last synced: 06 Oct 2025

https://github.com/ayooshkathuria/yolo_v3_tutorial_from_scratch

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

object-detection pytorch-implmention pytorch-tutorial yolo yolov3

Last synced: 15 May 2025

https://github.com/ayooshkathuria/YOLO_v3_tutorial_from_scratch

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

object-detection pytorch-implmention pytorch-tutorial yolo yolov3

Last synced: 27 Apr 2025

https://github.com/nikhilbarhate99/ppo-pytorch

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

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

Last synced: 15 May 2025

https://github.com/nikhilbarhate99/PPO-PyTorch

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

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

Last synced: 29 Apr 2025

https://github.com/bentrevett/pytorch-image-classification

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

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

Last synced: 16 May 2025

https://github.com/lonepatient/bert-multi-label-text-classification

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

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

Last synced: 16 May 2025

https://github.com/lonePatient/Bert-Multi-Label-Text-Classification

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

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

Last synced: 10 Jul 2025

https://github.com/cszn/dpsr

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

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

Last synced: 04 Apr 2025

https://github.com/pranz24/pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

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

Last synced: 01 May 2025

https://github.com/jnhwkim/ban-vqa

Bilinear attention networks for visual question answering

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

Last synced: 13 Apr 2025

https://github.com/huangzh13/StyleGAN.pytorch

A PyTorch implementation for StyleGAN with full features.

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

Last synced: 26 Sep 2025

https://github.com/bentrevett/pytorch-rl

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

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

Last synced: 27 Mar 2025

https://github.com/bat67/pytorch-fcn-easiest-demo

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

cnn computer-vision fcn pytorch pytorch-implementation pytorch-implmention semantic-segmentation

Last synced: 09 Jul 2025

https://github.com/yunlongdong/FCN-pytorch

Another pytorch implementation of FCN (Fully Convolutional Networks)

pytorch-implmention semantic-segmentation

Last synced: 03 Apr 2025

https://github.com/nikhilbarhate99/td3-pytorch-bipedalwalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

bipedalwalker ddpg deep-reinforcement-learning lunar-lander openai-gym openai-gym-environments pytorch pytorch-implmention reinforcement-learning td3

Last synced: 06 Mar 2026

https://github.com/pcyin/pytorch_basic_nmt

A simple yet strong implementation of neural machine translation in pytorch

deep-learning natural-language-processing neural-machine-translation pytorch pytorch-implmention

Last synced: 13 Mar 2026

https://github.com/anshulpaigwar/Attentional-PointNet

Attentional-PointNet is Deep-Neural-Network architecture for 3D object detection in point clouds

3d-object-detection attention-mechanism autonomous-vehicles object-detection point-cloud pointnet pytorch pytorch-implmention

Last synced: 20 Mar 2025

https://github.com/alishdipani/neural-style-transfer-audio

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

audio-processing convolutional-neural-networks fourier-transform neural-style-transfer pytorch pytorch-implmention

Last synced: 13 Apr 2025

https://github.com/SConsul/Global_Convolutional_Network

Pytorch implementation of GCN architecture for semantic segmentation

gcn gcn-architecture global-convolution-network pytorch-implmention semantic-segmentation

Last synced: 28 Mar 2025

https://github.com/alishdipani/Neural-Style-Transfer-Audio

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

audio-processing convolutional-neural-networks fourier-transform neural-style-transfer pytorch pytorch-implmention

Last synced: 18 Jul 2025

https://github.com/nikhilbarhate99/actor-critic-pytorch

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

a2c actor-critic deep-reinforcement-learning openai-gym openai-gym-environments policy-gradient pytorch pytorch-implmention pytorch-tutorial reinforcement-learning-algorithms

Last synced: 13 Jul 2025

https://github.com/hscspring/multi-label-text-classification-for-chinese

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

bert cnn dpcnn multi-label-classification pytorch-implmention rcnn text-classification

Last synced: 16 Jun 2025

https://github.com/balavenkatesh3322/hyperparameter_tuning

A collection of Hyper parameter tuning library.

deep-learning hyperparameter-optimization hyperparameter-tuning keras keras-tensorflow machine-learning mxnet neural-network optimization-algorithms pytorch pytorch-implmention tensorflow torchvision

Last synced: 22 Apr 2025

https://github.com/mohamedsebaie/fight_detection_from_surveillance_cameras-pytorch_project

Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model

3dcnn cctv-cameras cctv-detection computer-vision fight-detection finetuning pretrained-models pretrained-weights pytorch pytorch-cnn pytorch-implmention resnet-18 streaming surveillance transfer-learning

Last synced: 10 Jul 2025

https://github.com/vpanjeta/image-unfogging

PyTorch network to remove fog/smog/haze from pictures.

deep-learning neural-networks pytorch pytorch-implmention

Last synced: 22 Jun 2025

https://github.com/saikat-roy/vision-systems-lab

MLPs, DCNNs, Deep Convolutional Autoencoders, LSTM, GRU, ResNets, DCGAN - CudaVision Lab at University of Bonn (SS19)

deep-learning deep-neural-networks jupyter-notebook python3 pytorch pytorch-implmention university-of-bonn

Last synced: 30 Oct 2025

https://github.com/say4n/deepcosegmentation.pytorch

Siamese network based Deep Co-segmentation

co-segmentation deep-learning image-segmentation neural-network pytorch pytorch-cnn pytorch-implmention

Last synced: 26 Aug 2025

https://github.com/cjimti/aipnd-project

AIML Programming with PyTorch

machine-learning pytorch pytorch-implmention udacity udacity-nanodegree

Last synced: 04 Mar 2026

https://github.com/hoya012/pytorch-peleenet

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

classification convolutional-neural-networks deep-learning deep-neural-networks deeplearning machine-learning neural-network pelee peleenet pytorch pytorch-implmention

Last synced: 02 Jul 2025

https://github.com/ayushexel/deeptorch

Implementation and tutorial of deep learning algorithms in pyTorch

deep-learning machine-learning machine-learning-algorithms machine-learning-library neural-network python pytorch pytorch-implmention pytorch-tutorial reinforcement-learning tutorial

Last synced: 07 May 2025

https://github.com/AyushExel/DeepTorch

Implementation and tutorial of deep learning algorithms in pyTorch

deep-learning machine-learning machine-learning-algorithms machine-learning-library neural-network python pytorch pytorch-implmention pytorch-tutorial reinforcement-learning tutorial

Last synced: 11 May 2025

https://github.com/ac-alpha/vaes-using-pytorch

Variational Autoencoders trained on MNIST Dataset using PyTorch

deep-learning deep-neural-networks pytorch pytorch-cnn pytorch-implmention vae

Last synced: 28 Jul 2025

https://github.com/royalbhati/deeplearningwithpytorch

Pytorch tutorials

deep-learning machine-learning neural-network pytorch pytorch-cnn pytorch-implmention pytorch-tutorials

Last synced: 10 Apr 2025

https://github.com/aahansingh/capsule-networks

PyTorch Implementation of Capsule Networks

capsule-nets capsule-network capsule-networks deep-learning python python-3 pytorch pytorch-implmention

Last synced: 31 Aug 2025

https://github.com/jackaduma/speech-transformer-pytorch

attention attention-is-all-you-need attention-mechanism attention-model bert pytorch pytorch-implementation pytorch-implmention speech transformer transformers

Last synced: 15 May 2026

https://github.com/alishdipani/u-net-pytorch

Image segmentation of nuclei using Deep Convolution Neural networks derived from U-net

deep-learning python3 pytorch-implmention segmentation unet-image-segmentation

Last synced: 27 Jul 2025

https://github.com/royalbhati/computervision

Computer Vision in Python

cnn cnn-keras cnn-pytorch computer-vision computervision convolutional-neural-networks python3 pytorch-implmention pytorch-ssd ssd

Last synced: 16 Mar 2025

https://github.com/97k/styler

Implementation of Image Style Transfer Using Convolutional Neural Networks, Paper by Gatys, Ecker, Bethge

deep-learning pytorch-implmention styletransfer vgg19

Last synced: 09 Sep 2025

https://github.com/tugten/phinet

Signature verification

flask handwwritten-signature-verification machine-learning pytorch-implmention siamese-network signature-verification

Last synced: 28 Apr 2026

https://github.com/nikamrohan/cats-vs-dogs

Using Pytorch with Django To distinguish Cats from Dogs by Fine Tuning pretrained Model.

cats-vs-dogs deep-learning deep-neural-networks django django-framework fine-tuning-cnns pretrained-models pytorch pytorch-implmention vgg16

Last synced: 08 May 2026

https://github.com/prakhar-ff13/real-time-emotion-detection

Detecting human emotions using CNN's.

computer-vision deep-learning emotion-recognition face-recognition machine-learning python3 pytorch-implmention

Last synced: 12 Apr 2026

https://github.com/Lplenka/PyTorch-Tutorial

Repo to learn pytorch

pytorch-cnn pytorch-implmention pytorch-tutorial

Last synced: 11 May 2025

https://github.com/siris2314/autovariate

A python package made to streamline the usage of Variational Autoencoders, understand the algorithm first before using this package

autoencoders machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning python python-project python3 pythonpackage pytorch pytorch-implmention variational-autoencoder variational-inference

Last synced: 05 May 2026

https://github.com/phenomsg/house-prices---advanced-regression-techniques

Predict house prices in Ames, Iowa, using 79 features, evaluated by RMSE of log-transformed predicted and actual prices.

python3 pytorch pytorch-implmention regression-analysis

Last synced: 21 Feb 2026

https://github.com/zhenye-na/deep-learning-uiuc

💭 CS598 / IE534: Deep Learning in Fall 2018, University of Illinois at Urbana-Champaign

convolutional-neural-networks deep-learning deep-reinforcement-learning python pytorch pytorch-implmention recurrent-neural-networks reinforcement-learning

Last synced: 15 Apr 2026

https://github.com/nikhilbarhate99/photo2art

CycleGAN with PyTorch

cycle-gan gan generative-adversarial-network pytorch pytorch-gan pytorch-implmention pytorch-tutorial

Last synced: 13 May 2026

https://github.com/sk-g/mnist_beginners

Model search in traditional machine learning algorithms (non DL) and DL starter codes on MNIST dataset. This is a good starter code for beginners trying to learn about curse of dimensionality, overfitting and other concepts in general

keras machine-learning machine-learning-algorithms mnist mnist-beginners mnist-classification mnist-dataset numpy overfitting python pytorch pytorch-implmention resnet resnet-50 scikit-learn scikitlearn-machine-learning sklearn tensorflow

Last synced: 09 Apr 2026