pytorch-implementation

There are 28 repositories under pytorch-implementation topic.

bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 3813
aladdinpersson / Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
pytorch pytorch-implementation pytorch-tutorial pytorch-gan pytorch-examples tensorflow2 tensorflow-tutorials tensorflow-examples machine-learning machine-learning-algorithms pytorch-tutorials
Language:Python 3562
AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorch pytorch-implementation vae vae-implementation deep-learning reproducible-research paper-implementations pytorch-vae variational-autoencoders architecture beta-vae vqvae gumbel-softmax celeba-dataset iwae wae dfc-vae
Language:Python 3315
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
generative-adversarial-network deep-learning autoencoder ffhq celeba celeba-hq stylegan alae neural-network generative-model gan face-generation pytorch pytorch-implementation python paper paper-implementations cvpr2020 computer-vision machine-learning
Language:Python 3277
pytorch-GAT
gordicaleksa / pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
gat graph-attention-networks attention-mechanism self-attention pytorch python attention pytorch-gat gat-tutorial deep-learning graph-attention-network pytorch-implementation jupyter
Language:Jupyter Notebook 1635
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr
Language:Jupyter Notebook 1396
MIC-DKFZ / medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
detection retina-unet object-detection mask-rcnn 3d-models deep-learning retina-net deep-neural-networks segmentation semantic-segmentation u-net 3d-mask-rcnn 3d-object-detection medical-imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-deeplearning pytorch-cnn pytorch-implementation
Language:Python 1129
zhmiao / OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
open-long-tail-recognition pytorch-implementation computer-vision long-tail open-set oltr cvpr2019 deep-learning
Language:Python 731
piEsposito / blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
pytorch pytorch-implementation pytorch-tutorial bayesian-layers bayesian-deep-learning bayesian-neural-networks
Language:Python 622
bentrevett / pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
pytorch pytorch-tutorial image-classification cnn torchvision lenet alexnet vgg resnet tutorial pytorch-implmention pytorch-implementation pytorch-tutorials pytorch-cnn convolutional-neural-networks convolutional-neural-network convolutional-networks
Language:Jupyter Notebook 584
miguelvr / dropblock
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
machine-learning computer-vision pytorch regularization convolutional-neural-networks dropblock pytorch-implementation dropout
Language:Python 547
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
534
soobinseo / Transformer-TTS
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
text-to-speech tts transformer attention-plots attention-mechanism deep-learning pytorch pytorch-implementation
Language:Python 501
First-steps-towards-Deep-Learning
vaibhawvipul / First-steps-towards-Deep-Learning
This is an open sourced book on deep learning.
deep-learning deep-neural-networks deep-learning-tutorial pytorch python3 pytorch-tutorial pytorch-implementation convolutional-neural-networks recurrent-neural-networks computer-vision artificial-intelligence artificial-neural-networks how-to
Language:CSS 405
liusongxiang / StarGAN-Voice-Conversion
This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks
voice-conversion stargan pytorch-implementation
Language:Python 395
omerbsezer / Fast-Pytorch
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
pytorch-tutorial pytorch pytorch-implementation python machine-learning colaboratory colab-notebook computer-vision colab-tutorial deep-learning cnn mlp rnn-pytorch rnn cnn-pytorch transfer-learning
Language:Jupyter Notebook 390
d-li14 / mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
mobilenetv3 pytorch-implementation imagenet pretrained-models
Language:Python 386
eagle705 / pytorch-bert-crf-ner
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
bert kobert crf bert-crf ner named-entity-recognition pytorch pytorch-implementation korean nlp korean-nlp natural-language-processing kobert-crf huggingface bert-bilstm-crf bert-bigru-crf attention-visualization
Language:Jupyter Notebook 355
Urinx / alphafold_pytorch
An implementation of the DeepMind's AlphaFold based on PyTorch for research
alphafold protein-structure-prediction contact-prediction deep-learning pytorch-implementation casp13 structure-prediction
Language:Python 343
LibCity / Bigscity-LibCity
LibCity: An Open Library for Urban Spatio-temporal Data Mining
traffic traffic-prediction traffic-flow-prediction traffic-speed-prediction on-demand-service trajectory-prediction toolkit deep-learning spatio-temporal-prediction spatio-temporal pytorch-implementation traffic-forecasting map-matching representation-learning estimated-time-of-arrival traffic-accident-prediction od-matrix time-series-prediction eta libcity
Language:Python 341
d-li14 / efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
pytorch-implementation efficientnet efficientnetv2 imagenet icml2021
Language:Python 330
zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://touhou.ai/imgtrans/
manga anime ocr deep-learning image-processing auto-translation machine-translation pytorch-implementation text-detection text-detection-recognition chinese-translation japanese-translations neural-network inpainting transformer
Language:Python 322
layumi / Seg-Uncertainty
IJCAI2020 & IJCV 2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
ijcai domain-adaptation semantic-segmentation pytorch ijcai2020 pytorch-implementation gta5 cityscapes synthia robotcar self-driving-car domainadaptation transfer-learning mrnet
Language:Python 308
tkat0 / PyTorch_BlazeFace
Unofficial PyTorch implementation of BlazeFace
blazeface pytorch-implementation
Language:Python 306
mehtadushy / SelecSLS-Pytorch
Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
pytorch-implementation pytorch cnn imagenet deep-learning efficient efficient-architectures pruning sparsity cvpr2019 siggraph
Language:Python 302
z-x-yang / CFBI
The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.
video-object-segmentation pytorch-implementation computer-vision
Language:Python 299
barissayil / SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
bert nlp machine-learning pytorch pytorch-implementation vuejs flask transformer huggingface huggingface-transformer huggingface-transformers sentiment-analysis bert-model stanford-sentiment-treebank albert distilbert
Language:Python 291
jackaduma / CycleGAN-VC2
Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
voice-conversion cyclegan-vc2 cyclegan gan deeplearning voice-cloning pytorch-implementation cyclegan-vc speech-synthesis deep-learning pix2pix
Language:Python 290
MIC-DKFZ / nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
detection medical medical-imaging medical-image-computing 3d-object-detection pytorch-implementation retina-unet
Language:Python 288
HavenFeng / photometric_optimization
Photometric optimization code for creating the FLAME texture space and other applications
texture-space flame-texture flame-model 3d-face-reconstruction python computer-vision pytorch-implementation pytorch3d texture-maps ffhq optimization 3d-graphics 3d-model 3d-shapes
Language:Python 274
StyleGAN.pytorch
huangzh13 / StyleGAN.pytorch
A PyTorch implementation for StyleGAN with full features.
gan deep-learning pytorch pytorch-implmention stylegan pytorch-implementation gan-pytorch cvpr cvpr2019 cvpr19 generative-adversarial-network cv
Language:Python 269
d-li14 / octconv.pytorch
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
octconv pytorch-implementation multi-scale deep-neural-networks imagenet resnet iccv2019 mobilenet
Language:Python 264
maudzung / RTM3D
Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)
rtm3d real-time monocular-images centernet pytorch-implementation 3d-object-detection autonomous-vehicles self-driving-car autonomous-driving pytorch kitti-dataset
Language:Python 263
Lotayou / everybody_dance_now_pytorch
A PyTorch Implementation of "Everybody Dance Now" from Berkeley AI lab.
pytorch-implementation human-video-generation
Language:Python 257
PengBoXiangShang / multigraph_transformer
accepted by IEEE TNNLS, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
multi-graph-transformer graph sketch-recognition transformer transformer-architecture pytorch pytorch-implementation sparse-graphs sketch
Language:Python 255
zhaohengyuan1 / PAN
(ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.
pytorch-implementation attention-mechanism super-resolution
Language:Python 246

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deep-learning pytorch machine-learning recommender-system graph-neural-networks