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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/pytorch/torchx

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

airflow aws-batch components deep-learning distributed-training kubernetes machine-learning pipelines python pytorch ray slurm

Last synced: 31 Jul 2024

https://github.com/IBM/aihwkit

IBM Analog Hardware Acceleration Kit

ai analog-devices cuda neural-networks pytorch

Last synced: 03 Aug 2024

https://github.com/bytedance/byteir

A model compilation solution for various hardware

llm llvm mlir mlsys onnx pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/lrjconan/LanczosNetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

benchmark graph-convolutional-networks graph-neural-networks iclr2019 lanczos-network pytorch

Last synced: 02 Aug 2024

https://github.com/zsef123/EfficientNets-PyTorch

A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."

deep-learning efficientnet pytorch

Last synced: 01 Aug 2024

https://github.com/jw9730/tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

equivariance gnn graph hypergraph pytorch self-attention transformer

Last synced: 31 Jul 2024

https://vita-group.github.io/NeuralLift-360/

[CVPR 2023, Highlight] "NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang

image-to-3d nerf neural-radiance-fields pytorch stable-diffusion text-to-3d

Last synced: 31 Jul 2024

https://github.com/TorchDrift/TorchDrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 02 Aug 2024

https://github.com/pangwong/pytorch-multi-label-classifier

A pytorch implemented classifier for Multiple-Label classification

accuracy-curves classifier loss-curves multi-label-classification pytorch visdom

Last synced: 03 Aug 2024

https://github.com/frgfm/Holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)

computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 01 Aug 2024

https://github.com/WangFeng18/3d-gaussian-splatting

Implementation for 3d gaussian splatting

gaussian-splatting nerf pytorch real-time-rendering

Last synced: 04 Aug 2024

https://github.com/pmixer/SASRec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

pytorch recommender-system sasrec sequential-models

Last synced: 01 Aug 2024

https://github.com/mjhydri/BeatNet

BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).

beat-tracking beatnet crnn-network dnn-beat-tracking downbeat-tracking joint-model meter-detection online-time-signature-detection particle-filtering pytorch real-time real-time-beat-tracker real-time-downbeat-tracker real-time-tempo state-of-the-art

Last synced: 05 Aug 2024

https://github.com/tjddus9597/Proxy-Anchor-CVPR2020

Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020

cvpr2020 deep-metric-learning image-retrieval proxy-anchor-loss pytorch

Last synced: 12 Aug 2024

https://github.com/r9y9/tacotron_pytorch

PyTorch implementation of Tacotron speech synthesis model.

python pytorch speech speech-synthesis tacotron

Last synced: 07 Aug 2024

https://github.com/alibaba-edu/simple-effective-text-matching-pytorch

A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

deep-learning nlp pytorch quora-question-pairs snli

Last synced: 01 Aug 2024

https://github.com/alexandre01/UltimateLabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

computer-vision labeling labeling-tool object-detection object-tracking python pytorch video

Last synced: 02 Aug 2024

https://github.com/Tai-Wang/Depth-from-Motion

[ECCV 2022 oral] Monocular 3D Object Detection with Depth from Motion

3d-detection autonomous-driving monocular pytorch robotics structure-from-motion

Last synced: 31 Jul 2024

https://github.com/edouardoyallon/pyscatwave

Fast Scattering Transform with CuPy/PyTorch

deep-learning pytorch scattering-transform

Last synced: 01 Aug 2024

https://github.com/yinboc/prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

few-shot-learning machine-learning pytorch

Last synced: 30 Jul 2024

https://github.com/bamos/block

An intelligent block matrix library for numpy, PyTorch, and beyond.

deep-learning linear-algebra numpy pytorch

Last synced: 07 Aug 2024

https://github.com/torch-js/torch-js

Node.js binding for PyTorch.

nodejs pytorch

Last synced: 02 Aug 2024

https://github.com/theEricMa/OTAvatar

This is the official repository for OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering [CVPR2023].

cvpr2023 deep-learning deepfake face-animation face-reenactment image-animation motion-transfer pose-transfer pytorch talking-head

Last synced: 03 Aug 2024

https://github.com/haoxiangsnr/A-Convolutional-Recurrent-Neural-Network-for-Real-Time-Speech-Enhancement

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

cnn cnn-rnn pytorch real-time rnn speech-enhancement speech-processing

Last synced: 05 Aug 2024

https://github.com/megvii-research/FQ-ViT

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

imagenet post-training-quantization pytorch quantization vision-transformer

Last synced: 31 Jul 2024

https://github.com/Bluefog-Lib/bluefog

Distributed and decentralized training framework for PyTorch over graph

asynchronous decentralized deeplearning distributed-computing machine-learning mpi nccl one-sided pytorch

Last synced: 07 Aug 2024

https://github.com/leaderj1001/MobileNetV3-Pytorch

Implementing Searching for MobileNetV3 paper using Pytorch

cifar-10 cifar-100 imagenet mobilenetv3 pytorch searching-for-mobilenetv3

Last synced: 31 Jul 2024

https://github.com/feedly/transfer-nlp

NLP library designed for reproducible experimentation management

framework language-model natural-language-understanding nlp playground pytorch transfer-learning

Last synced: 01 Aug 2024

https://github.com/asahi417/lm-question-generation

Multilingual/multidomain question generation datasets, models, and python library for question generation.

bart nlp pytorch question-answering question-generation t5

Last synced: 01 Aug 2024

https://github.com/wonjongg/StyleCariGAN

[SIGGRAPH 2021] Official implementation of "StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation"

deep-learning pytorch

Last synced: 07 Aug 2024

https://github.com/jaxony/ShuffleNet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

artificial-intelligence convolution deep-learning neural-network pytorch

Last synced: 31 Jul 2024

https://github.com/Luodian/Generalizable-Mixture-of-Experts

GMoE could be the next backbone model for many kinds of generalization task.

deep-learning domain-generalization mixture-of-experts pytorch pytorch-implementation

Last synced: 03 Aug 2024

https://github.com/ksw0306/ClariNet

A Pytorch Implementation of ClariNet

clarinet parallel-wavenet pytorch wavenet

Last synced: 01 Aug 2024

https://github.com/Kevinnan-teen/Intelligent-Traffic-Based-On-CV

本项目是基于计算机视觉的端到端交通路口智能监控系统.采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成.可将远端视频流通过rtmp协议传输到流媒体服务器,然后经过目标检测等一些列算法对视频进行分析,最后在本地客户端查看分析结果.项目主要用Python实现,流媒体服务器采用开源的SRS实时视频服务器搭建,GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别,同时还支持并发连接.客户端基于PyQt5进行开发.

python pytorch srs yolov3

Last synced: 02 Aug 2024

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

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

acceleration deploy inference jetson-nano jetson-tx2 jetson-xavier keras onnx python pytorch tensorflow tensorrt

Last synced: 03 Aug 2024

https://github.com/loeweX/Greedy_InfoMax

Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations

deep-learning local-learning pytorch

Last synced: 02 Aug 2024

https://github.com/outcastofmusic/quick-nlp

Pytorch NLP library based on FastAI

fastai nlp-library pytorch seq2seq

Last synced: 03 Aug 2024

https://github.com/quiver-team/torch-quiver

PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.

distributed-computing geometric-deep-learning gpu-acceleration graph-learning graph-neural-networks pytorch

Last synced: 08 Aug 2024

https://github.com/lucastabelini/PolyLaneNet

Code for the paper entitled "PolyLaneNet: Lane Estimation via Deep Polynomial Regression" (ICPR 2020)

deep-learning lane-detection pytorch

Last synced: 31 Jul 2024

https://github.com/aimagelab/show-control-and-tell

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019

caption-generation captioning-images cvpr2019 image-captioning pytorch visual-semantic

Last synced: 31 Jul 2024

https://github.com/AssemblyAI-Community/MinImagen

MinImagen: A minimal implementation of the Imagen text-to-image model

deep-learning diffusion-models imagen pytorch super-resolution text-to-image

Last synced: 06 Aug 2024

https://github.com/sunzeyeah/RLHF

Implementation of Chinese ChatGPT

chatgpt deep-learning deepspeed glm nlp pangu pytorch

Last synced: 31 Jul 2024

https://github.com/DeNA/HandyRL

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

deep-learning distributed-training games machine-learning policy-gradient pytorch reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/extreme-bert/extreme-bert

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

bert deep-learning language-model language-models machine-learning natural-language-processing nlp python pytorch transformer

Last synced: 03 Aug 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed jax machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 01 Aug 2024

https://github.com/suyukun666/UFO

Official PyTorch implementation of the “A Unified Transformer Framework for Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection”. (TMM2023)

co-saliency-detection co-segmentation deep-learning inpainting matching pytorch video video-salient-object-detection

Last synced: 02 Aug 2024

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 07 Aug 2024

https://github.com/xyupeng/ContrastiveCrop

[CVPR 2022 Oral] Crafting Better Contrastive Views for Siamese Representation Learning

contrastive-learning pytorch self-supervised-learning

Last synced: 03 Aug 2024

https://github.com/usnistgov/jarvis

JARVIS-Tools: an open-source software package for data-driven atomistic materials design. Publications: https://scholar.google.com/citations?user=3w6ej94AAAAJ

ai atomistic-simulations dft lammps materials-informatics md mgi pytorch quantum-computing scikit-learn tensorflow vasp

Last synced: 02 Aug 2024

https://github.com/bshall/hubert

HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

pytorch representation-learning speech voice-conversion

Last synced: 01 Aug 2024

https://github.com/kkanshul/finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 03 Aug 2024

https://github.com/jingweiz/pytorch-dnc

Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom

deep-learning dnc external-memory ntm pytorch visdom

Last synced: 04 Aug 2024

https://github.com/ChandlerBang/Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

adversarial-attacks attack-defense deep-learning defense graph-mining graph-neural-networks graph-structure-recovery machine-learning pytorch semi-supervised-learning

Last synced: 08 Aug 2024

https://github.com/iArunava/ENet-Real-Time-Semantic-Segmentation

ENet - A Neural Net Architecture for real time Semantic Segmentation

artificial-intelligence deep-learning enet paper python3 pytorch

Last synced: 07 Aug 2024

https://github.com/szagoruyko/pyinn

CuPy fused PyTorch neural networks ops

cupy pytorch

Last synced: 03 Aug 2024

https://github.com/WenjieDu/SAITS

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

attention attention-mechanism deep-learning imputation imputation-model impute incomplete-data incomplete-time-series interpolation irregular-sampling machine-learning missing-values partially-observed partially-observed-data partially-observed-time-series pytorch self-attention time-series time-series-imputation transformer

Last synced: 01 Aug 2024

https://github.com/Lin-Yijie/Graph-Matching-Networks

PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (COMMON, ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (GMN, ICML 2019).

deep-learning gnn graph-neural-networks pytorch

Last synced: 01 Aug 2024

https://github.com/dyhan0920/PyramidNet-PyTorch

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

cifar-10 cifar-100 imagenet pyramidnet pytorch residual-networks resnet

Last synced: 31 Jul 2024

https://github.com/saic-vul/imvoxelnet

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

3d-object-detection imvoxelnet kitti mmdetection nuscenes object-detection pytorch scannet sun-rgbd

Last synced: 31 Jul 2024

https://github.com/DocF/multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

deep-learning object-detection pytorch transformer yolov5

Last synced: 02 Aug 2024

https://github.com/SamsungLabs/imvoxelnet

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

3d-object-detection imvoxelnet kitti mmdetection nuscenes object-detection pytorch scannet sun-rgbd

Last synced: 31 Jul 2024

https://github.com/gmongaras/Diffusion_models_from_scratch

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

classifier-free-guidance ddim ddpm diffusion-models imagenet pytorch

Last synced: 31 Jul 2024

https://github.com/yandexdataschool/deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

computer-vision course course-materials deep-learning pytorch

Last synced: 02 Aug 2024

https://github.com/nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

huggingface machine-learning pytorch vision-transformers

Last synced: 03 Aug 2024

https://github.com/deephyper/deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

automl deep-learning hpc hyperparameter-optimization keras machine-learning multi-fidelity neural-architecture-search python pytorch scalability tensorflow uncertainty-quantification

Last synced: 05 Aug 2024

https://github.com/DerrickXuNu/v2x-vit

[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"

3d-object-detection autonomous-driving collaborative-perception computer-vision deep-learning machine-learning multi-agent-system pytorch simulation v2x vehicle-to-everything vision-transformer

Last synced: 31 Jul 2024

https://github.com/durandtibo/wildcat.pytorch

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

convnet cvpr-2017 cvpr17 cvpr2017 deep-learning image-classification pytorch weakly-supervised-learning

Last synced: 01 Aug 2024

https://github.com/HUANGLIZI/LViT

[IEEE Transactions on Medical Imaging/TMI] This repo is the official implementation of "LViT: Language meets Vision Transformer in Medical Image Segmentation"

medical-image-analysis multimodal-learning pytorch segmentation vision-language

Last synced: 08 Aug 2024

https://github.com/Randl/MobileNetV2-pytorch

Impementation of MobileNetV2 in pytorch

cnn image-classification mobilenet2 pytorch

Last synced: 31 Jul 2024

https://github.com/prodramp/DeepWorks

A collection of Deep Learning projects and resources

artificial-intelligence deep-learning generative-models llm machine-learning pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/Sleepychord/CogLTX

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

bert pytorch

Last synced: 03 Aug 2024

https://idea-research.github.io/HumanSD/

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 31 Jul 2024

https://github.com/IDEA-Research/HumanSD

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 31 Jul 2024

https://github.com/chingyaoc/pytorch-REINFORCE

PyTorch Implementation of REINFORCE for both discrete & continuous control

continuous-control gym mujoco pytorch reinforce reinforcement-learning

Last synced: 03 Aug 2024

https://github.com/asappresearch/flambe

An ML framework to accelerate research and its path to production.

deep-learning distributed machine-learning ml python pytorch research

Last synced: 03 Aug 2024