PyTorch | Ecosyste.ms: Awesome

https://github.com/naver/roma

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

3d geometry pytorch rotation

Last synced: 08 Nov 2024

https://naver.github.io/roma/

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

3d geometry pytorch rotation

Last synced: 03 Aug 2024

https://github.com/hysts/anime-face-detector

Anime Face Detector using mmdet and mmpose

anime computer-vision face-detection face-landmark-detection pytorch

Last synced: 12 Nov 2024

https://github.com/zgcr/SimpleAICV_pytorch_training_examples

SimpleAICV:pytorch training and testing examples.

centernet darknet deeplabv3plus dino fcos kd mae pytorch regnetx repvgg resnet retinanet sam segment-anything solov2 ttfnet u2net vit yolact

Last synced: 09 Nov 2024

https://github.com/PistonY/torch-toolbox

🛠 Toolbox to extend PyTorch functionalities

arcloss autoaugment cosinewarmuplr cosloss cutout cv2 flops initializers l2softmax labelsmoothing lmdb lmdb-dataset lookahead metrics mixup pytorch swish switchnorm teansform toolbox

Last synced: 03 Aug 2024

https://github.com/continvvm/continuum

A clean and simple data loading library for Continual Learning

continual-learning dataloader dataset incremental-learning lifelong-learning online-learning pytorch

Last synced: 29 Oct 2024

https://github.com/Lotayou/densebody_pytorch

PyTorch implementation of CloudWalk's recent work DenseBody

3d-reconstruction human pose-estimation pytorch

Last synced: 04 Nov 2024

https://github.com/clovaai/adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 12 Nov 2024

https://github.com/ethanhe42/epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

3d 3dposeestimation deep-learning pose-estimation pytorch

Last synced: 13 Nov 2024

https://github.com/laurentmazare/ocaml-torch

OCaml bindings for PyTorch

artificial-intelligence deep-learning gpu machine-learning neural-network ocaml pytorch tensor

Last synced: 13 Nov 2024

https://github.com/apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

deep-learning fastai lecture-notes machine-learning python pytorch

Last synced: 12 Nov 2024

https://github.com/ikostrikov/pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

continuous-control deep-learning deep-reinforcement-learning mujoco pytorch reinforcement-learning trpo trust-region-policy-optimization

Last synced: 12 Nov 2024

https://github.com/cccntu/minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 24 Oct 2024

https://github.com/modelscope/adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation

Last synced: 12 Nov 2024

https://github.com/datawhalechina/torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

ctr-prediction pytorch recommendation-system recsys

Last synced: 13 Nov 2024

https://github.com/clovaai/AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 03 Aug 2024

https://github.com/greydanus/hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

deep-learning dynamics hamiltonian neural-network physics pytorch research

Last synced: 30 Oct 2024

https://github.com/Media-Smart/vedaseg

A semantic segmentation toolbox based on PyTorch

deeplabv3 deeplabv3plus fpn pspnet pytorch semantic-segmentation unet

Last synced: 03 Aug 2024

https://github.com/wgcban/ChangeFormer

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

attention-mechanism change-detection climate-change deep-learning multi-temporal pytorch remote-sensing satellite-imagery siamese-network transformer-architecture transformer-encoder

Last synced: 03 Aug 2024

https://github.com/ahmedbesbes/cartoonify

Deploy and scale serverless machine learning app - in 4 steps.

aws aws-lambda cartoongan cartoonify computer-vision deployment gan machine-learning-production netlify netlify-deployment production pytorch react scalable-applications serverless serverless-framework streamlit style-transfer

Last synced: 12 Nov 2024

https://github.com/nvidia-merlin/dataloader

The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX

deep-learning jax pytorch recommender-systems tensorflow

Last synced: 08 Nov 2024

https://github.com/AdamCobb/hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

bnn hmc pytorch

Last synced: 30 Oct 2024

https://github.com/MuQiuJun-AI/bert4pytorch

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

bert nlp pytorch transformer

Last synced: 06 Nov 2024

https://github.com/sberbank-ai/ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning

Last synced: 11 Aug 2024

https://github.com/king-menin/ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning

Last synced: 11 Aug 2024

https://github.com/gengshan-y/high-res-stereo

Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.

cvpr2019 pytorch stereo-matching stereo-vision

Last synced: 04 Aug 2024

https://github.com/ai-forever/ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

atis attention bert bert-model bilstm-crf classification conll-2003 elmo factrueval joint-models ner ner-task nlp nmt python python3 pytorch pytorch-model transfer-learning

Last synced: 02 Nov 2024

https://github.com/AlignmentResearch/tuned-lens

Tools for understanding how transformer predictions are built layer-by-layer

machine-learning pytorch transformers

Last synced: 29 Oct 2024

https://github.com/Continvvm/continuum

A clean and simple data loading library for Continual Learning

continual-learning dataloader dataset incremental-learning lifelong-learning online-learning pytorch

Last synced: 03 Aug 2024

https://github.com/apple/ml-mdm

Train high-quality text-to-image diffusion models in a data & compute efficient manner

deep-learning diffusion-models large-scale-vision-models machine-learning pytorch

Last synced: 07 Oct 2024

https://github.com/zgcr/SimpleAICV-pytorch-ImageNet-COCO-training

SimpleAICV:pytorch training and testing examples.

centernet darknet deeplabv3plus dino fcos kd mae pytorch regnetx repvgg resnet retinanet sam segment-anything solov2 ttfnet u2net vit yolact

Last synced: 05 Oct 2024

https://github.com/muqiujun-ai/bert4pytorch

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

bert nlp pytorch transformer

Last synced: 01 Oct 2024

https://github.com/SforAiDl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 12 Nov 2024

https://github.com/sforaidl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 30 Oct 2024

https://github.com/fadel/pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

deep-learning neural-networks pytorch

Last synced: 11 Oct 2024

https://github.com/JusperLee/Dual-Path-RNN-Pytorch

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

deep-learning pytorch rnn-model speech-separation speech-separation-algorithm

Last synced: 02 Nov 2024

https://github.com/benedekrozemberczki/MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

convolutional convolutional-layers convolutional-neural-networks deep-learning deepwalk gcn graph-attention graph-attention-networks graph-convolution graph-representation-learning machine-learning mixhop multi-scale ngcn node2vec pytorch pytorch-cnn tensorflow walklet walklets

Last synced: 08 Nov 2024

https://github.com/modelscope/AdaSeq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation

Last synced: 27 Oct 2024

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

🚘 Easiest Fully Convolutional Networks

computer-vision deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 04 Aug 2024

https://github.com/LaurentMazare/ocaml-torch

OCaml bindings for PyTorch

artificial-intelligence deep-learning gpu machine-learning neural-network ocaml pytorch tensor

Last synced: 02 Aug 2024

https://github.com/francois-rozet/piqa

PyTorch Image Quality Assessement package

fid image image-quality image-quality-assessment lpips metrics psnr pytorch pytorch-image-quality quality ssim

Last synced: 28 Oct 2024

https://github.com/wuba/dl_inference

通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

ai caffe deep-learing inference machine-learning pytorch tensorflow

Last synced: 03 Aug 2024

https://github.com/denisyarats/drq

DrQ: Data regularized Q

actor-critic control data-augmentation deep-learning deep-reinforcement-learning dm-control drq gym model-free mujoco off-policy pixel python pytorch reinforcement-learning rl sac soft-actor-crit

Last synced: 13 Nov 2024

https://github.com/xiadingZ/video-caption.pytorch

pytorch implementation of video captioning

deep-learning pytorch video-captioning

Last synced: 03 Aug 2024

https://github.com/aelnouby/Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 03 Aug 2024

https://github.com/PersiaML/PERSIA

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 11 Nov 2024

https://github.com/aelnouby/text-to-image-synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 08 Nov 2024

https://github.com/airlab-unibas/airlab

Image registration laboratory for 2D and 3D image data

autograd image-alignment image-registration pytorch rapid-prototyping

Last synced: 27 Oct 2024

https://github.com/UM-ARM-Lab/pytorch_mppi

Model Predictive Path Integral (MPPI) with approximate dynamics implemented in pytorch

approximate-dynamics controls model-predictive-control mppi pytorch

Last synced: 28 Oct 2024

https://github.com/yanx27/2DPASS

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds (ECCV 2022) :fire:

deep-learning knowledge-distillation lidar-point-cloud nuscenes pytorch semantic-segmentation semantickitti

Last synced: 28 Oct 2024

https://github.com/achaiah/pywick

High-level batteries-included neural network training library for Pytorch

classification deep-learning neural-networks pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/wpf535236337/real-time-network

real-time network architecture for mobile devices and semantic segmentation

efficient-networks lightweightnetwoks mobile-networks neural-architecture-search pytorch semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/persiaml/persia

High performance distributed framework for training deep learning recommendation models based on PyTorch.

bagua deep-learning distributed-computing machine-learning persia pytorch recommender-system rust-lang

Last synced: 14 Oct 2024

https://github.com/nanoporetech/bonito

A PyTorch Basecaller for Oxford Nanopore Reads

basecalling nanopore pytorch

Last synced: 13 Nov 2024

https://github.com/swz30/MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

contrast-enhancement defocus-deblurring denoising high-resolution image-denoising image-enhancement image-processing image-restoration low-level-vision low-light-image-enhancement pytorch tpami

Last synced: 06 Nov 2024

https://github.com/microsoft/azureml-bert

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 02 Nov 2024

https://github.com/harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

bayesian deep-learning neural-network pytorch

Last synced: 06 Nov 2024

https://github.com/DerryHub/BEVFormer_tensorrt

BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).

bevformer cuda int8-inference pytorch quantization tensorrt-plugins

Last synced: 28 Oct 2024

https://github.com/lium-lst/nmtpytorch

Sequence-to-Sequence Framework in PyTorch

asr cnn deep-learning multimodality neural-machine-translation nmt pytorch seq2seq speech-recognition

Last synced: 03 Aug 2024

https://github.com/rohan-paul/machinelearning-deeplearning-code-for-my-youtube-channel

The full collection of all codes for my Youtube Channel segregated as per topic.

computer-vision data-science data-science-portfolio datascience deep-learning deep-neural-networks machine-learning machine-learning-algorithms math neural-network python pytorch pytorch-implementation pytorch-tutorial statistics tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 youtube

Last synced: 12 Nov 2024

https://github.com/yapengtian/tdan-vsr-cvpr-2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

cvpr2020 deformable-convnets pytorch super-resolution video-restoration

Last synced: 06 Nov 2024

https://github.com/bshall/knn-vc

Voice Conversion With Just Nearest Neighbors

any-to-any knn pytorch self-supervised-learning speech speech-synthesis voice-conversion

Last synced: 13 Nov 2024

https://github.com/sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 06 Nov 2024

https://github.com/OpenMOSS/CoLLiE

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 03 Aug 2024

https://github.com/wuzhihao7788/yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

object-detection ppyolo pytorch yolo yolov3 yolov4 yolov5 yolov5-yolov3

Last synced: 09 Nov 2024

https://github.com/Microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 02 Nov 2024

https://github.com/GunhoChoi/Kind-PyTorch-Tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/keenon/nimblephysics

Nimble: Physics Engine for Biomechanics and Deep Learning

biomechanics biomechatronics human-robot-interaction physics-engine pytorch robotics robotics-control robotics-simulation

Last synced: 08 Aug 2024

https://github.com/marwandebbiche/post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

api aws character-level-cnn deployment docker machine-learning pytorch scraping scrapy selenium

Last synced: 13 Nov 2024

https://github.com/MarwanDebbiche/post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

api aws character-level-cnn deployment docker machine-learning pytorch scraping scrapy selenium

Last synced: 07 Aug 2024

https://github.com/Dana-Farber-AIOS/pathml

Tools for computational pathology

biomedical-image-processing computational-pathology deep-learning digital-pathology fluorescence-microscopy-imaging histopathology image-analysis machine-learning microscopy pathml pathology python pytorch research spatial-transcriptomics

Last synced: 13 Nov 2024

https://github.com/openmoss/collie

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 09 Nov 2024

https://github.com/maxrmorrison/torchcrepe

Pytorch implementation of the CREPE pitch tracker

crepe pitch pitch-tracker pytorch

Last synced: 05 Aug 2024

https://github.com/yeyupiaoling/audioclassification-pytorch

The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.

audioclassification ecapa-tdnn panns pytorch res2net resnet-se urbansound8k

Last synced: 22 Oct 2024

https://github.com/aleju/self-driving-truck

Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning

autonomous deep-learning pytorch reinforcement-learning self-driving-car

Last synced: 26 Oct 2024

https://github.com/microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 07 Aug 2024

https://github.com/dana-farber-aios/pathml

Tools for computational pathology

biomedical-image-processing computational-pathology deep-learning digital-pathology fluorescence-microscopy-imaging histopathology image-analysis machine-learning microscopy pathml pathology python pytorch research spatial-transcriptomics

Last synced: 02 Oct 2024

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 13 Nov 2024

https://github.com/SymbioticLab/FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 12 Nov 2024

https://github.com/kyegomez/MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 30 Oct 2024

https://github.com/kyegomez/multimodalmamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 09 Nov 2024

https://github.com/davidbau/how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

pytorch tutorial

Last synced: 31 Oct 2024

https://github.com/arthurdouillard/incremental_learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).

continual-learning deep-learning incremental-learning lifelong-learning pytorch research

Last synced: 26 Oct 2024

https://github.com/vadimkantorov/caffemodel2pytorch

Convert Caffe models to PyTorch

caffe converter pytorch

Last synced: 13 Nov 2024

https://github.com/kamalkraj/bert-squad

SQuAD Question Answering Using BERT, PyTorch

bert bert-qna-pretrained-models bert-questionandanswering bert-squad huggingface pretrained-models pytorch question-answering

Last synced: 07 Nov 2024

https://github.com/msaroufim/ml-design-patterns

Software Architecture for ML engineers

deep-learning design-patterns python pytorch systems

Last synced: 31 Oct 2024

https://github.com/vlomme/Multi-Tacotron-Voice-Cloning

Phoneme multilingual(Russian-English) voice cloning based on

deep-learning g2p pytorch russian tacotron tensorflow tts voice-cloning wavernn

Last synced: 07 Aug 2024

https://github.com/layumi/seg-uncertainty

IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning

Last synced: 31 Oct 2024

https://github.com/taishan1994/pytorch_bert_bilstm_crf_ner

基于pytorch的bert_bilstm_crf中文命名实体识别

bert crf named-entity-recognition ner pytorch

Last synced: 05 Nov 2024

https://github.com/harritaylor/torchvggish

Pytorch port of Google Research's VGGish model used for extracting audio features.

audio-embedding audioset pytorch vggish

Last synced: 28 Oct 2024

https://github.com/ternaus/retinaface

The remake of the https://github.com/biubug6/Pytorch_Retinaface

deeplearning face-detection object-detection pytorch retinaface

Last synced: 01 Nov 2024

https://github.com/Auto1111SDK/Auto1111SDK

An SDK/Python library for Automatic 1111 to run state-of-the-art diffusion models

ai ai-art api automatic1111 deep-learning diffusers diffusion image-generation image-to-image img2img python pytorch stable-diffusion stable-diffusion-webui text-to-image torch txt2img unstable upscaling web

Last synced: 12 Oct 2024

https://github.com/JohnGiorgi/DeCLUTR

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

allennlp contrastive-learning metric-learning natural-language-processing pytorch representation-learning self-supervised-learning semantic-search semantic-text-similarity sentence-embeddings sentence-similarity transformers