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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/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/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/krasserm/fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

fairseq image-captioning pytorch transformer

Last synced: 14 Nov 2024

https://github.com/vita-group/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: 16 Nov 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: 14 Nov 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/lightning-ai/dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

ai deep-learning machine-learning python pytorch

Last synced: 14 Nov 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/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://github.com/liuruoze/mini-alphastar

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

deep-learning deep-neural-networks deep-reinforcement-learning gaming imitation-learning mini-alphastar multi-agent-systems pytorch reinforcement-learning sc2replay self-playing-bot starcraft-ii-bot starcraft2 starcraft2-ai supervised-learning

Last synced: 14 Nov 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/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/bytedance/byteir

A model compilation solution for various hardware

llm llvm mlir mlsys onnx pytorch tensorflow

Last synced: 15 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/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/r9y9/tacotron_pytorch

PyTorch implementation of Tacotron speech synthesis model.

python pytorch speech speech-synthesis tacotron

Last synced: 17 Nov 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/yl4579/styletts

Official Implementation of StyleTTS

deep-learning pytorch speech-synthesis text-to-speech tts

Last synced: 14 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: 16 Nov 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: 17 Nov 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: 15 Nov 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/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/TorchDrift/TorchDrift

Drift Detection for your PyTorch Models

ai drift-detection neural-networks pytorch

Last synced: 13 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: 14 Nov 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: 17 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: 16 Nov 2024

https://github.com/1adrianb/pytorch-estimate-flops

Estimate/count FLOPS for a given neural network using pytorch

convolutional-neural-networks deep-learning flops pytorch pytorch-estimate-flops

Last synced: 14 Nov 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/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/WangFeng18/3d-gaussian-splatting

Implementation for 3d gaussian splatting

gaussian-splatting nerf pytorch real-time-rendering

Last synced: 04 Aug 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: 13 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/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: 17 Nov 2024

https://github.com/edouardoyallon/pyscatwave

Fast Scattering Transform with CuPy/PyTorch

deep-learning pytorch scattering-transform

Last synced: 14 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/yinboc/prototypical-network-pytorch

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

few-shot-learning machine-learning pytorch

Last synced: 16 Nov 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/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/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/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: 15 Nov 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: 15 Nov 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: 17 Nov 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: 30 Oct 2024

https://github.com/official-stockfish/nnue-pytorch

Stockfish NNUE (Chess evaluation) trainer in Pytorch

chess deep-learning pytorch stockfish

Last synced: 13 Nov 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/lucastabelini/PolyLaneNet

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

deep-learning lane-detection pytorch

Last synced: 28 Oct 2024

https://github.com/tomrunia/pytorchwavelets

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

filtering pytorch signal-processing wavelets

Last synced: 13 Nov 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/feedly/transfer-nlp

NLP library designed for reproducible experimentation management

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

Last synced: 13 Oct 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 Oct 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 Oct 2024

https://github.com/cadene/tensorflow-model-zoo.torch

InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch

inception pretrained-models pytorch tensorflow torch

Last synced: 14 Nov 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/gentaiscool/end2end-asr-pytorch

End-to-End Automatic Speech Recognition on PyTorch

asr end-to-end pytorch speech speech-recognition transformer

Last synced: 15 Nov 2024

https://github.com/kyegomez/screenai

Implementation of the ScreenAI model from the paper: "A Vision-Language Model for UI and Infographics Understanding"

ai artificial-intelligence attention attention-is-all-you-need gpt-4 machine-learning ml pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/pengboxiangshang/multigraph_transformer

IEEE TNNLS 2021, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

graph multi-graph-transformer pytorch pytorch-implementation sketch sketch-recognition sparse-graphs transformer transformer-architecture

Last synced: 14 Nov 2024

https://github.com/ksw0306/ClariNet

A Pytorch Implementation of ClariNet

clarinet parallel-wavenet pytorch wavenet

Last synced: 04 Nov 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: 11 Nov 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: 14 Nov 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: 17 Nov 2024

https://github.com/dgkim5360/the-elements-of-statistical-learning-notebooks

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

jupyter-notebooks machine-learning matplotlib neural-network python3 pytorch scipy statistical-learning textbook

Last synced: 14 Nov 2024

https://github.com/lucidrains/routing-transformer

Fully featured implementation of Routing Transformer

artificial-intelligence attention-mechanism deep-learning pytorch transformer

Last synced: 13 Nov 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: 12 Nov 2024

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

Pytorch NLP library based on FastAI

fastai nlp-library pytorch seq2seq

Last synced: 14 Nov 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/xyupeng/ContrastiveCrop

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

contrastive-learning pytorch self-supervised-learning

Last synced: 15 Nov 2024

https://github.com/sunzeyeah/RLHF

Implementation of Chinese ChatGPT

chatgpt deep-learning deepspeed glm nlp pangu pytorch

Last synced: 31 Oct 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/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: 14 Nov 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: 17 Nov 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 internal machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 02 Nov 2024