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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/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: 13 Nov 2024

https://github.com/domainadaptation/salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

deep-learning domain-adaptation machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/stared/thinking-in-tensors-writing-in-pytorch

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

deep-learning pytorch pytorch-tutorial tensor

Last synced: 09 Nov 2024

https://github.com/bshall/zerospeech

VQ-VAE for Acoustic Unit Discovery and Voice Conversion

acoustic-features pytorch speech-synthesis voice-conversion vq-vae zerospeech

Last synced: 13 Nov 2024

https://github.com/szymonmaszke/torchdatasets

PyTorch dataset extended with map, cache etc. (tensorflow.data like)

cache concatenate dataset disk filter library map pytorch tensorflow tf-data torch

Last synced: 01 Nov 2024

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: 07 Oct 2024

https://github.com/hancyran/RepSurf

[CVPR 2022 Oral] Official implementation for "Surface Representation for Point Clouds"

cvpr2022 modelnet40 point-cloud pytorch s3dis scannet scanobjectnn sunrgbd

Last synced: 28 Oct 2024

https://github.com/ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

augmentation pytorch pytorch-lightning tensorflow torchbearer

Last synced: 02 Aug 2024

https://github.com/yuanyuanli85/Fast_Human_Pose_Estimation_Pytorch

Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

knowledge-distillation pose-estimation pytorch stacked-hourglass-networks

Last synced: 05 Nov 2024

https://github.com/microsoft/nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 10 Oct 2024

https://github.com/bknyaz/graph_nn

Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)

gcn graph graph-classification graph-convolutional-networks graph-unet multigraph pooling pytorch

Last synced: 12 Nov 2024

https://github.com/asyml/vision-transformer-pytorch

Pytorch version of Vision Transformer (ViT) with pretrained models. This is part of CASL (https://casl-project.github.io/) and ASYML project.

pytorch vision-transformer

Last synced: 12 Nov 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: 05 Nov 2024

https://github.com/gordicaleksa/pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-pytorch neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 11 Nov 2024

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 08 Nov 2024

https://github.com/wohlert/generative-query-network-pytorch

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

deepmind generative-models gqn pytorch

Last synced: 07 Aug 2024

https://github.com/flagopen/flaggems

FlagGems is an operator library for large language models implemented in Triton Language.

pytorch triton triton-kernels

Last synced: 07 Nov 2024

https://github.com/bethgelab/model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

benchmark pytorch robustness tensorflow toolbox

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). Other additions: AdEMAMix

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

Last synced: 05 Nov 2024

https://github.com/frgfm/holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

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

Last synced: 11 Oct 2024

https://github.com/sciml/scimlbenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

ai ai-for-science benchmark dae differential-equations differentialequations jax julia matlab nerual-differential-equations neural-ode ode partial-differential-equations pde python pytorch scientific-machine-learning sciml sde

Last synced: 31 Oct 2024

https://github.com/stonesjtu/pytorch-nce

The Noise Contrastive Estimation for softmax output written in Pytorch

importance-sampling language-model nce nce-criterion pytorch softmax speedup

Last synced: 09 Nov 2024

https://github.com/damitkwr/ESRNN-GPU

PyTorch GPU implementation of the ES-RNN model for time series forecasting

deep-forecasting deep-learning es-rnn forecasting pytorch time-series-forecasting

Last synced: 02 Nov 2024

https://github.com/Sierkinhane/mtcnn-pytorch

A face detection algorithm

computer-vision facedetector pytorch

Last synced: 28 Oct 2024

https://github.com/Junjue-Wang/LoveDA

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

domain-adaptation pytorch remote-sensing semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/JUGGHM/PENet_ICRA2021

ICRA 2021 "Towards Precise and Efficient Image Guided Depth Completion"

depth-completion pytorch

Last synced: 28 Oct 2024

https://github.com/yqyao/FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

anchor-free computer-vision fcos object-detection one-stage pytorch

Last synced: 05 Aug 2024

https://github.com/gasteigerjo/ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

deep-learning gcn gnn graph-algorithms graph-classification graph-neural-networks machine-learning pagerank pytorch tensorflow

Last synced: 08 Nov 2024

https://github.com/chenxi116/PNASNet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

automl deep-learning imagenet neural-architecture-search pytorch

Last synced: 31 Oct 2024

https://github.com/rlgraph/rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/nimarb/pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

deep-learning influence-functions pytorch pytorch-implementation

Last synced: 13 Nov 2024

https://github.com/bshall/ZeroSpeech

VQ-VAE for Acoustic Unit Discovery and Voice Conversion

acoustic-features pytorch speech-synthesis voice-conversion vq-vae zerospeech

Last synced: 11 Nov 2024

https://github.com/krasserm/fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

fairseq image-captioning pytorch transformer

Last synced: 31 Oct 2024

https://github.com/lromul/argus-freesound

Kaggle | 1st place solution for Freesound Audio Tagging 2019

audio classification deep-learning kaggle pytorch tagging

Last synced: 31 Oct 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: 04 Nov 2024

https://github.com/myungsub/CAIN

Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"

aaai2020 channel-attention dataset deep-convolutional-networks frame-interpolation pytorch video-frame-interpolation

Last synced: 08 Aug 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: 30 Oct 2024

https://github.com/AppleHolic/source_separation

Deep learning based speech source separation using Pytorch

audio deep-learning pytorch source-separation speech speech-separation

Last synced: 02 Nov 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/jzi040941/PercepNet

Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech

pytorch speech-enhancement

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: 27 Oct 2024

https://github.com/jw9730/tokengt

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

equivariance gnn graph hypergraph pytorch self-attention transformer

Last synced: 30 Oct 2024

https://github.com/minar09/cp-vton-plus

Official implementation for "CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On", CVPRW 2020

2d-virtual-try-on cp-vton-plus emcom emcom-lab image-based official-implementation pytorch pytorch-implementation seoultech virtual-try-on virtual-tryon vton

Last synced: 07 Nov 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: 12 Nov 2024

https://github.com/yinboc/dgp

Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019

knowledge-graph machine-learning pytorch zero-shot-learning

Last synced: 08 Nov 2024

https://github.com/dionhaefner/pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

benchmarks cupy gpu high-performance-computing jax parallel-computing python pytorch tensorflow

Last synced: 29 Oct 2024

https://github.com/r9y9/tacotron_pytorch

PyTorch implementation of Tacotron speech synthesis model.

python pytorch speech speech-synthesis tacotron

Last synced: 28 Oct 2024

https://github.com/ikostrikov/pytorch-meta-optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent

deep-learning gradient-descent pytorch

Last synced: 12 Nov 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: 04 Nov 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/torchdrift/torchdrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 24 Oct 2024

https://github.com/TorchDrift/TorchDrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 13 Nov 2024

https://github.com/hysts/pytorch_mpiigaze

An unofficial PyTorch implementation of MPIIGaze and MPIIFaceGaze

computer-vision gaze gaze-estimation pytorch

Last synced: 29 Oct 2024

https://github.com/tech-srl/how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

are attention attentive gat gatv2 graph graph-attention-networks graph-neural-networks how networks pytorch

Last synced: 08 Nov 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: 10 Nov 2024

https://github.com/rwightman/posenet-pytorch

A PyTorch port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

deep-learning human-pose-estimation pytorch

Last synced: 31 Oct 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: 28 Oct 2024

https://github.com/ikostrikov/pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

ddpg deep-deterministic-policy-gradient deep-learning pytorch reinforcement-learning

Last synced: 12 Nov 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/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: 09 Nov 2024

https://github.com/hysts/pytorch_mpiigaze_demo

Gaze estimation using MPIIGaze and MPIIFaceGaze

computer-vision gaze gaze-estimation pytorch

Last synced: 29 Oct 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: 06 Nov 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/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/torch-js/torch-js

Node.js binding for PyTorch.

nodejs pytorch

Last synced: 11 Nov 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: 06 Nov 2024

https://github.com/bfortuner/pytorch_tiramisu

FC-DenseNet in PyTorch for Semantic Segmentation

computer-vision deep-learning neural-network pytorch semantic-segmentation

Last synced: 08 Nov 2024

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 07 Nov 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: 08 Nov 2024

https://github.com/InternLM/InternEvo

InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencies.

910b deepspeed-ulysses flash-attention gemma internlm internlm2 llama3 llava llm-framework llm-training multi-modal pipeline-parallelism pytorch ring-attention sequence-parallelism tensor-parallelism transformers-models zero3

Last synced: 30 Oct 2024

https://github.com/internlm/internevo

InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencies.

910b deepspeed-ulysses flash-attention gemma internlm internlm2 llama3 llava llm-framework llm-training multi-modal pipeline-parallelism pytorch ring-attention sequence-parallelism tensor-parallelism transformers-models zero3

Last synced: 29 Oct 2024

https://github.com/mmaaz60/mvits_for_class_agnostic_od

[ECCV'22] Official repository of paper titled "Class-agnostic Object Detection with Multi-modal Transformer".

class-agnostic-detection multimodal-learning object-detection open-world-detection psuedo-labels pytorch

Last synced: 26 Oct 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: 28 Oct 2024

https://github.com/andresprados/spiga

SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.

300w bmvc2022 cnn cofw face-alignment gnn head-pose-estimation headpose-estimation merlrav pytorch wflw

Last synced: 14 Oct 2024

https://github.com/bamos/block

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

deep-learning linear-algebra numpy pytorch

Last synced: 14 Oct 2024

https://github.com/edouardoyallon/pyscatwave

Fast Scattering Transform with CuPy/PyTorch

deep-learning pytorch scattering-transform

Last synced: 31 Oct 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: 09 Nov 2024

https://github.com/salesforce/multihopkg

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

action-dropout knowledge-graph multi-hop-reasoning policy-gradient pytorch reinforcement-learning reward-shaping

Last synced: 08 Nov 2024