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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/pykale/pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning

Last synced: 01 Aug 2024

https://github.com/tlkh/ai-lab

All-in-one AI container for rapid prototyping

cuda data-science deep-learning docker jupyter nvidia pytorch tensorflow

Last synced: 02 Aug 2024

https://github.com/likyoo/open-cd

A Change Detection Repo Standing on the Shoulders of Giants

bit change-detection changer deep-learning pytorch transformer

Last synced: 03 Aug 2024

https://github.com/ruiminshen/yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2

caffe2 computer-vision deep-learning deep-neural-networks object-detection onnx python pytorch yolo2

Last synced: 01 Aug 2024

https://github.com/cuiziteng/Illumination-Adaptive-Transformer

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

bmvc exposure-correction image-enhancement image-reconstruction image-restoration low-level-vision low-light-enhance low-light-image-enhancement pytorch transformer-architecture transformer-models

Last synced: 01 Aug 2024

https://github.com/M-Nauta/TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

causality cnn forecasting machine-learning neural-networks prediction python pytorch timeseries

Last synced: 03 Aug 2024

https://github.com/mit-han-lab/mcunet

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

deep-learning microncontroller neural-architecture-search pytorch tinyml

Last synced: 31 Jul 2024

https://github.com/k2-fsa/sherpa

Speech-to-text server framework with next-gen Kaldi

asr cpp ctc end-to-end-asr python pytorch speech-recognition transducer websocket

Last synced: 04 Aug 2024

https://github.com/skhadem/3D-BoundingBox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

3d computer-vision localization pytorch

Last synced: 31 Jul 2024

https://github.com/open-compass/vlmevalkit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 40+ HF models, 20+ benchmarks

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Last synced: 02 Aug 2024

https://github.com/zihangJiang/TokenLabeling

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

imagenet lv-vit pytorch segmentation transformer vision

Last synced: 02 Aug 2024

https://github.com/RaivoKoot/Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos

Last synced: 02 Aug 2024

https://github.com/open-compass/VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 40+ HF models, 20+ benchmarks

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Last synced: 08 Aug 2024

https://github.com/Eromera/erfnet_pytorch

Pytorch code for semantic segmentation using ERFNet

cityscapes erfnet pytorch segmentation semantic semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 01 Aug 2024

https://github.com/shm007g/LLaMA-Cult-and-More

Large Language Models for All, 🦙 Cult and More, Stay in touch !

alpaca chatgpt deepspeed ggml gpt gpt4 gptq llama llm loralib pytorch tensorflow transformers vicuna

Last synced: 31 Jul 2024

https://github.com/abhiskk/fast-neural-style

pytorch implementation of fast-neural-style

deep-learning neural-style pytorch

Last synced: 01 Aug 2024

https://github.com/Stanford-TML/EDGE

Official PyTorch Implementation of EDGE (CVPR 2023)

animation dance-generation diffusion-models pytorch

Last synced: 03 Aug 2024

https://github.com/lemonhu/NER-BERT-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

chinese-ner entity-extraction google-bert information-extraction msra named-entity-recognition ner pytorch transformer

Last synced: 01 Aug 2024

https://github.com/Jeff-sjtu/res-loglikelihood-regression

Code for "Human Pose Regression with Residual Log-likelihood Estimation", ICCV 2021 Oral

2d-human-pose 3d-human-pose human-pose-estimation iccv iccv2021 pytorch regression

Last synced: 03 Aug 2024

https://github.com/eliahuhorwitz/DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 07 Aug 2024

https://github.com/KinglittleQ/torch-batch-svd

A 100x faster SVD for PyTorch⚡️

cusolver pytorch svd

Last synced: 31 Jul 2024

https://github.com/NasirKhalid24/CLIP-Mesh

Official implementation of CLIP-Mesh: Generating textured meshes from text using pretrained image-text models

3d pytorch

Last synced: 01 Aug 2024

https://github.com/petuum/adaptdl

Resource-adaptive cluster scheduler for deep learning training.

aws cloud deep-learning distributed-systems distributed-training kubernetes machine-learning pytorch

Last synced: 03 Aug 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/kubeflow/mpi-operator

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

apache-mxnet distributed-computing horovod kubeflow kubernetes mpi pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/adefossez/julius

Fast PyTorch based DSP for audio and 1D signals

dsp pytorch

Last synced: 01 Aug 2024

https://github.com/krasserm/perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

deep-learning machine-learning perceiver perceiver-ar perceiver-io pytorch pytorch-lightning

Last synced: 09 Aug 2024

https://github.com/interpretml/interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

deep-learning explainer explanationdashboard interpretable-models machine-learning mimic-explainer python pytorch tabular-explainer

Last synced: 03 Aug 2024

https://github.com/Lotayou/densebody_pytorch

PyTorch implementation of CloudWalk's recent work DenseBody

3d-reconstruction human pose-estimation pytorch

Last synced: 01 Aug 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: 02 Aug 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/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: 31 Jul 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/patrick-kidger/torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 02 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/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/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/ethanhe42/epipolar-transformers

Epipolar Transformers (best paper award, CVPR 2020 workshop)

3d 3dposeestimation deep-learning pose-estimation pytorch

Last synced: 01 Aug 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/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 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/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/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: 01 Aug 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: 30 Jul 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: 31 Jul 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/airlab-unibas/airlab

Image registration laboratory for 2D and 3D image data

autograd image-alignment image-registration pytorch rapid-prototyping

Last synced: 31 Jul 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: 31 Jul 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: 01 Aug 2024

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

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

machine-learning pytorch transformers

Last synced: 31 Jul 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: 31 Jul 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: 08 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: 02 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: 02 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/GunhoChoi/Kind-PyTorch-Tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

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: 07 Aug 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/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/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: 01 Aug 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: 31 Jul 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: 01 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: 31 Jul 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: 07 Aug 2024

https://github.com/daniilrobnikov/vits2

VITS2: Improving Quality and Efficiency of Single-Stage Text-to-Speech with Adversarial Learning and Architecture Design

deep-learning pytorch speech speech-synthesis text-to-speech tts vits2 voice-conversion

Last synced: 31 Jul 2024

https://github.com/nanoporetech/bonito

A PyTorch Basecaller for Oxford Nanopore Reads

basecalling nanopore pytorch

Last synced: 02 Aug 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/vadimkantorov/caffemodel2pytorch

Convert Caffe models to PyTorch

caffe converter pytorch

Last synced: 03 Aug 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: 31 Jul 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/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 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: 08 Aug 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