pytorch-implementation

There are 41 repositories under pytorch-implementation topic.

aladdinpersson / Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
machine-learning machine-learning-algorithms pytorch pytorch-examples pytorch-gan pytorch-implementation pytorch-tutorial pytorch-tutorials tensorflow-examples tensorflow-tutorials tensorflow2
Language:Python 7052
AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae
Language:Python 6051
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 5177
zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/
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 4318
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 3500
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
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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!
attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention
Language:Jupyter Notebook 2306
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 2131
chaofengc / IQA-PyTorch
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
blind-image-quality-assessment image-aesthetic-assessment image-quality-assessment iqa python pytorch pytorch-implementation
Language:Python 1479
sjtuytc / UnboundedNeRFPytorch
State-of-the-art, simple, fast unbounded / large-scale NeRFs.
block-nerf chinese-translation classified deep-learning nerf pytorch pytorch-implementation unbounded view-synthesis weekly-nerf
Language:Python 1315
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 1269
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
Language:Jupyter Notebook 921
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 891
dailenson / SDT
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).
computer-vision contrastive-learning deep-learning generative-models gmm handwriting-generation multimodal pytorch-implementation transformer
Language:Python 861
LibCity / Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-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 834
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 827
EvelynFan / FaceFormer
[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers
computer-vision computer-graphics deep-learning facial-animation speech 3d-face 3d-models pytorch-implementation lip-animation facial-expressions
Language:Python 740
soobinseo / Transformer-TTS
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
attention-mechanism attention-plots deep-learning pytorch pytorch-implementation text-to-speech transformer tts
Language:Python 642
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 580
AviSoori1x / makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
deep-learning large-language-models llm mixture-of-experts neural-networks pytorch pytorch-implementation
Language:Jupyter Notebook 513
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.
3d-object-detection detection medical medical-image-computing medical-imaging pytorch-implementation retina-unet
Language:Python 508
d-li14 / mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
iccv2019 imagenet mobilenetv3 pretrained-models pytorch-implementation
Language:Python 506
jackaduma / CycleGAN-VC2
Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
aigc cyclegan cyclegan-vc cyclegan-vc2 deep-learning deeplearning gan pix2pix pytorch-implementation speech-synthesis voice-cloning voice-conversion
Language:Python 505
thohemp / 6DRepNet
Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
6d aflw2000 analysis biwi estimation facial head head-pose head-pose-estimation orientation pose pytorch pytorch-implementation
Language:Python 501
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 498
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 493
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 473
d-li14 / efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
pytorch-implementation efficientnet efficientnetv2 imagenet icml2021
Language:Python 443
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 437
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 429
ddlBoJack / emotion2vec
Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
iemocap pytorch-implementation speech-emotion-recognition speech-representation
Language:Python 404
EricGuo5513 / text-to-motion
Official implementation for "Generating Diverse and Natural 3D Human Motions from Texts (CVPR2022)."
motion-generation pytorch-implementation
Language:Python 404
jayroxis / PINNs
PyTorch Implementation of Physics-informed Neural Networks
pytorch-implementation pinns
Language:Jupyter Notebook 400
KarhouTam / FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
deep-learning federated-learning federated-learning-framework machine-learning personalized-federated-learning pytorch-implementation
Language:Python 397
cccntu / minLoRA
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
fastai huggingface pytorch pytorch-implementation pytorch-lightning
Language:Jupyter Notebook 392
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 384

pytorch-implementation

aladdinpersson / Machine-Learning-Collection

AntixK / PyTorch-VAE

bentrevett / pytorch-seq2seq

zyddnys / manga-image-translator

podgorskiy / ALAE

christianversloot / machine-learning-articles

gordicaleksa / pytorch-GAT

sthalles / SimCLR

chaofengc / IQA-PyTorch

sjtuytc / UnboundedNeRFPytorch

MIC-DKFZ / medicaldetectiontoolkit

bentrevett / pytorch-image-classification

piEsposito / blitz-bayesian-deep-learning

dailenson / SDT

LibCity / Bigscity-LibCity

zhmiao / OpenLongTailRecognition-OLTR

EvelynFan / FaceFormer

soobinseo / Transformer-TTS

miguelvr / dropblock

AviSoori1x / makeMoE

MIC-DKFZ / nnDetection

d-li14 / mobilenetv3.pytorch

jackaduma / CycleGAN-VC2

thohemp / 6DRepNet

liusongxiang / StarGAN-Voice-Conversion

HavenFeng / photometric_optimization

eagle705 / pytorch-bert-crf-ner

d-li14 / efficientnetv2.pytorch

vaibhawvipul / First-steps-towards-Deep-Learning

omerbsezer / Fast-Pytorch

ddlBoJack / emotion2vec

EricGuo5513 / text-to-motion

jayroxis / PINNs

KarhouTam / FL-bench

cccntu / minLoRA

Urinx / alphafold_pytorch