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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

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/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/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: 30 Oct 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/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: 02 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: 03 Aug 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: 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/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/xiadingZ/video-caption.pytorch

pytorch implementation of video captioning

deep-learning pytorch video-captioning

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/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/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/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/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/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/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/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/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/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/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/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: 09 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/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/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/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/maxrmorrison/torchcrepe

Pytorch implementation of the CREPE pitch tracker

crepe pitch pitch-tracker pytorch

Last synced: 05 Aug 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/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: 11 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/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/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/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: 06 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: 09 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/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/nanoporetech/bonito

A PyTorch Basecaller for Oxford Nanopore Reads

basecalling nanopore pytorch

Last synced: 02 Aug 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/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: 02 Aug 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/vadimkantorov/caffemodel2pytorch

Convert Caffe models to PyTorch

caffe converter pytorch

Last synced: 03 Aug 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/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

Last synced: 01 Nov 2024

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/davidtvs/PyTorch-ENet

PyTorch implementation of ENet

camvid cityscape enet pytorch

Last synced: 04 Nov 2024

https://github.com/msamogh/nonechucks

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

data-cleaning data-pipeline data-preprocessing data-processing machine-learning preprocessing pytorch torch

Last synced: 03 Aug 2024

https://github.com/SmallMunich/nutonomy_pointpillars

Convert pointpillars Pytorch Model To ONNX for TensorRT Inference

nutonomy onnx pointpillars pytorch tensorrt

Last synced: 28 Oct 2024

https://github.com/jeffheaton/app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

deep-learning python pytorch

Last synced: 29 Oct 2024

https://github.com/texttron/tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

dense-retrieval dpr flax information-retrieval jax pytorch question-answering transformer

Last synced: 02 Aug 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 13 Oct 2024

https://github.com/microsoft/ptgnn

A PyTorch Graph Neural Network Library

deep-learning geometric-deep-learning gnn graph-neural-networks pytorch

Last synced: 07 Oct 2024

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 11 Nov 2024

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 02 Aug 2024

https://github.com/mir-aidj/all-in-one

All-In-One Music Structure Analyzer

allin1 beat-tracking music-structure-analysis pytorch

Last synced: 05 Aug 2024

https://github.com/shobrook/sequitur

Library of autoencoders for sequential data

autoencoder autoencoder-model lstm pytorch sequence time-series

Last synced: 01 Nov 2024

https://github.com/harleyszhang/dl_note

深度学习系统笔记,包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。

activation-functions cnn convolutional-neural-networks cpp deep-learning inference-framework loss-functions machine-learning python pytorch

Last synced: 08 Nov 2024

https://github.com/owen-liuyuxuan/visualdet3d

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 08 Nov 2024

https://github.com/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 03 Aug 2024

https://github.com/taokong/foveabox

FoveaBox: Beyond Anchor-based Object Detector

anchor-free coco detection foveabox object-detection pytorch

Last synced: 30 Oct 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/wuyifan18/DeepLog

Pytorch Implementation of DeepLog.

anomaly-detection deeplearning pytorch sequence-prediction

Last synced: 05 Nov 2024

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 31 Oct 2024

https://github.com/felixgwu/img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

cifar computer-vision deep-learning pytorch

Last synced: 26 Oct 2024

https://github.com/ReshotAI/gaussian-painters

Gaussian Painters using 3D Gaussian Splatting

3d ai art gaussian-splatting machine-learning nerf painting python pytorch

Last synced: 04 Nov 2024