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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/taishan1994/pytorch_bert_multi_classification

基于pytorch_bert的中文多标签分类

bert multi-class-classification pytorch

Last synced: 05 Nov 2024

https://github.com/rasbt/blog-finetuning-llama-adapters

Supplementary material for "Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to Adapters"

deep-learning large-language-models pytorch transformer

Last synced: 09 Nov 2024

https://github.com/chenking2020/event_extract_master

支持百度竞赛数据的中文事件抽取，支持ace2005数据的英文事件抽取，本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务，并将karas改成了本人习惯使用的pytorch，在数据加载处考虑了各种语言的扩展

dgcnn django event-extract mlflow multi-language pytorch

Last synced: 05 Nov 2024

https://github.com/jayanthkoushik/torch-gel

Group elastic net implementation in PyTorch.

elasticnet lasso python pytorch

Last synced: 08 Nov 2024

https://github.com/benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/galmetzer/self-sample

Single shape Deep Point Cloud Consolidation [TOG 2021]

deep-learning point-cloud pytorch

Last synced: 15 Nov 2024

https://github.com/DevoLearn/devolearn

Accelerate data driven research on embryos with deep learning models :microscope:

biological-data-analysis deep-learning image-segmentaion opencv pytorch

Last synced: 12 Nov 2024

https://github.com/nahyeonkaty/textboost

TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder

ai deep-learning diffusion image-generation pytorch stable-diffusion text2image torch txt2img

Last synced: 16 Nov 2024

https://github.com/kevinzakka/torchsdf-fusion

Benchmarking PyTorch variants of TSDF fusion.

computer-vision pytorch robotics tsdf-fusion

Last synced: 28 Oct 2024

https://github.com/ai-forever/ocr-model

An easy-to-run OCR model pipeline based on CRNN and CTC loss

crnn ocr pytorch text-recognition

Last synced: 16 Nov 2024

https://github.com/amazon-science/unconditional-time-series-diffusion

Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

diffusion-models neurips neurips-2023 pytorch time-series time-series-forecasting

Last synced: 12 Nov 2024

https://github.com/amazon-science/gluonmm

A library of transformer models for computer vision and multi-modality research

computer-vision iccv-2021 multimodality pytorch transformer video

Last synced: 12 Nov 2024

https://github.com/llnl/fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

cnn-visualization deep-learning demo explainable-ai gradcam interpretability pytorch pytorch-gradcam saliency saliency-maps visual-explanations xai

Last synced: 11 Nov 2024

https://github.com/yuhui-zh15/transseg

Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation" (ML4H 2022)

medical-image-segmentation ml4h2022 pytorch pytorch-lightning transfer-learning

Last synced: 08 Nov 2024

https://github.com/borealisai/continuous-time-flow-process

PyTorch code of "Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows" (NeurIPS 2020)

generative-model neurips-2020 normalizing-flows pytorch stochastic-processes

Last synced: 06 Nov 2024

https://github.com/princeton-computational-imaging/SoaP

Official code repository for the paper: "Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography"

depth depth-estimation iphone neural-fields neural-rendering pytorch rgbd

Last synced: 13 Nov 2024

https://github.com/EnergyAttention/Energy-Based-CrossAttention

The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".

cross-attention ebm energy-based-model pytorch stable-diffusion

Last synced: 30 Oct 2024

https://github.com/guokr/Brief

In a nutshell, this is a Text Summarizer

pytorch text-summarization text-summarizer

Last synced: 13 Nov 2024

https://github.com/VincentStimper/resampled-base-flows

Normalizing Flows with a resampled base distribution

normalizing-flows pytorch resampled-base-distribution

Last synced: 05 Aug 2024

https://github.com/kaanakan/stretchbev

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

autonomous-driving autonomous-vehicles deep-learning eccv2022 future-prediction generative-models instance-segmentation latent-variable-models pytorch segmentation state-space-models stochastic vae

Last synced: 28 Oct 2024

https://github.com/tjddus9597/LabelRelaxation-CVPR21

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

cvpr2021 deep-metric-learning embedding-trasnfer image-retrieval knowledge-distillation pytorch

Last synced: 15 Nov 2024

https://github.com/jhcho99/CoFormer

[CVPR'22] Official PyTorch Implementation of "Collaborative Transformers for Grounded Situation Recognition"

cvpr cvpr2022 deep-learning grounded-situation-recognition pytorch scene-understanding tranformer transformers

Last synced: 28 Oct 2024

https://github.com/ofnote/gestop

A tool to navigate the desktop with hand gestures. Builds on mediapipe.

deep-learning hand-gestures mediapipe pytorch pytorch-lightning

Last synced: 16 Nov 2024

https://github.com/asem000/pytreeclass

Visualize, create, and operate on pytrees in the most intuitive way possible.

data dataclasses deep-learning jax machine-learning pipelines pytorch pytree tensorflow

Last synced: 14 Nov 2024

https://github.com/dnth/timm-flutter-pytorch-lite-blogpost

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

android computer computer-vision dart edge edge-ai edge-computing flutter image-classification pytorch torchscript vision

Last synced: 08 Nov 2024

https://github.com/d-li14/san

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

classification eccv2020 efficient-neural-networks imagenet knowledge-distillation meta-learning mobilenetv2 pytorch resnet scale-invariance

Last synced: 07 Nov 2024

https://github.com/kainoj/colnet

🖌️ Automatic Image Colorization with Simultaneous Classification – based on "Let there be Color!"

automatic-colorization cnn colorization convolutional-neural-networks image-colorization machine-learning pytorch

Last synced: 14 Nov 2024

https://github.com/unilight/ldnet

Official implementation of the paper: "LDNet: Unified Listener Dependent Modeling in MOS Prediction for Synthetic Speech"

mbnet mobilenetv3 mos-prediction mosnet pytorch vcc2018 voicemos

Last synced: 28 Oct 2024

https://github.com/kyegomez/EXA-1

An EXA-Scale repository of Multi-Modality AI resources from papers and models, to foundational libraries!

artificial-intelligence dataset gpt4 jax kosmos large-dataset large-language-models multimodal multimodal-data multimodality pytorch pytorch-implementation triton

Last synced: 31 Oct 2024

https://github.com/kilianyp/triplet-reid-pytorch

A pytorch implementation of the "In Defense of the Triplet Loss for Person Re-Identification" paper (https://arxiv.org/abs/1703.07737). It also contains a implementation of the MGN network from the paper "Learning Discriminative Features with Multiple Granularities for Person Re-Identification". Reaches 83.17% mAP with MGN.

pytorch

Last synced: 28 Oct 2024

https://github.com/pinto0309/hand-gesture-recognition-using-onnx

This is a hand gesture recognition program that replaces the entire MediaPipe process with ONNX. Simultaneous detection of multiple palms and a simple tracker are additionally implemented. In addition, a simple MLP can learn and recognize gestures.

onnx onnxruntime python pytorch tensorflow tflite

Last synced: 22 Oct 2024

https://github.com/joisino/speedbook

書籍『深層ニューラルネットワークの高速化』のサポートサイトです。

deep-learning deep-neural-networks distillation efficiency neural-networks pruning pytorch quantization

Last synced: 10 Oct 2024

https://github.com/wq2012/speakerrecognitionfromscratch

Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家

attention-mechanism deep-learning librispeech lstm neural-network pytorch speaker-recognition speaker-recognition-systems transformer transformer-models

Last synced: 07 Nov 2024

https://github.com/iceclear/mw-gan

Official PyTorch implements for Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video (ECCV, 2020) and MW-GAN+ for Perceptual Quality Enhancement on Compressed Video (IEEE TCSVT).

mw-gan pytorch

Last synced: 12 Nov 2024

https://github.com/talkuhulk/hulkfakeface-pytorch

人脸全家桶--RetinaFace（MobileNetV2 and ResNet50 with Gender）、ArcFace、FaceBeautyRank and FaceRetrieval

arcface face-beauty face-detection face-recognition pytorch retinaface

Last synced: 11 Nov 2024

https://github.com/izhx/tc-youkuvsre

天池2019阿里巴巴优酷视频增强和超分辨率挑战赛自用代码，EDVR、WDSR、ESRGAN三个模型。

computer-vision deep-learning python pytorch single-image-super-resolution super-resolution tianchi video-super-resolution

Last synced: 12 Nov 2024

https://github.com/abductivelearning/ablkit

An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.

abductive-learning machine-learning neuro-symbolic neuro-symbolic-learning python pytorch sklearn

Last synced: 13 Oct 2024

https://github.com/xiezhq-hermann/cs231n-2017

My own solutions for Stanford CS231n (2017) assignments

course-project cs231n cs231n-assignment deep-learning pytorch

Last synced: 07 Nov 2024

https://github.com/abhilash1910/clustertransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

albert bert-embeddings clustering distilbert embeddings pytorch pytorch-implementation roberta-model transformer

Last synced: 28 Oct 2024

https://github.com/joisino/laf

Code for "Training-free Graph Neural Networks and the Power of Labels as Features" (TMLR 2024)

deep-learning gnn graph-neural-networks label-propagation machine-learning node-classification pytorch transductive-learning

Last synced: 10 Oct 2024

https://github.com/yanndubs/invariant-self-supervised-learning

Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"

machine-learning python pytorch representation-learning self-supervised-learning

Last synced: 28 Oct 2024

https://github.com/vita-group/cadtransformer

[CVPR 2022]"CADTransformer: Panoptic Symbol Spotting Transformer for CAD Drawings", Zhiwen Fan, Tianlong Chen, Peihao Wang, Zhangyang Wang

cad pytorch symbolspotting

Last synced: 16 Nov 2024

https://github.com/mseitzer/srgan

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

computer-vision deep-learning gan generative-adversarial-network pytorch super-resolution

Last synced: 14 Oct 2024

https://github.com/RolnickLab/climart

A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)

atmospheric-science climart climate-change dataset distributional-shift emulation machine-learning neural-networks pytorch radiative-transfer

Last synced: 03 Nov 2024

https://github.com/ultralytics/velocity

Structure From Motion (SFM) for vehicle speed

deep-learning machine-learning machine-vision opencv-python pytorch tensorflow

Last synced: 10 Nov 2024

https://github.com/qinzzz/multimodal-alignment-framework

Implementation for MAF: Multimodal Alignment Framework

localization python pytorch

Last synced: 12 Nov 2024

https://github.com/marcoslucianops/deepstream-yolo-seg

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO-Segmentation models

deepstream nvidia nvidia-deepstream-sdk object-detection pytorch tensorrt ultralytics yolo yolov5 yolov7 yolov8

Last synced: 08 Nov 2024

https://github.com/kokensha/book-ml

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 11 Oct 2024

https://github.com/shankarj67/Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 13 Nov 2024

https://github.com/erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 27 Oct 2024

https://github.com/IBM/MAX-Scene-Classifier

Image classifier for physical places/locations, based on the Places365-CNN Model

docker-image machine-learning machine-learning-models pytorch recognizes-images

Last synced: 04 Aug 2024

https://github.com/TalkUHulk/HulkFakeFace-pytorch

人脸全家桶--RetinaFace（MobileNetV2 and ResNet50 with Gender）、ArcFace、FaceBeautyRank and FaceRetrieval

arcface face-beauty face-detection face-recognition pytorch retinaface

Last synced: 28 Oct 2024

https://github.com/acecoooool/nldf-pytorch

An unofficial implementation of non-local deep features for salient object detection

python pytorch salient-object-detection

Last synced: 09 Nov 2024

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 11 Oct 2024

https://github.com/felixgwu/fastfusionnet

A PyTorch Implementation of FastFusionNet on SQuAD 1.1

pytorch squad

Last synced: 28 Oct 2024

https://github.com/moskomule/mixup.pytorch

an implementation of mixup

mixup pytorch

Last synced: 16 Nov 2024

https://github.com/bgu-cs-vil/deepmcbm

"A Deep Moving-camera Background Model" [Erez, Shapira Weber, and Freifeld, ECCV 2022]

background-estimation computer-vision deep-learning moving-camera pytorch

Last synced: 10 Nov 2024

https://github.com/zamhown/uncanny-valley-poetry

🤯 语言恐怖谷：一个纯前端实现的无限长诗生成器

pytorch react

Last synced: 08 Nov 2024

https://github.com/blakechi/ComVEX

Implementations of Recent Papers in Computer Vision

computer-vision einop pytorch transformer

Last synced: 15 Nov 2024

https://github.com/lrjconan/RBP

Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018

icml-2018 optimization pytorch rbp

Last synced: 12 Nov 2024

https://github.com/yu4u/kaggle-open-images-2019-instance-segmentation

Simple solution for Open Images 2019 - Instance Segmentation competition using maskrcnn-benchmark.

kaggle maskrcnn-benchmark object-detection openimagev5 pytorch

Last synced: 29 Oct 2024

https://github.com/Erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 14 Nov 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 09 Nov 2024

https://github.com/charlesll/i-melt

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

deep-learning deep-neural-networks geosciences glass machine-learning material pgnn python pytorch

Last synced: 14 Nov 2024

https://github.com/DataXujing/CornerNet-Lite-Pytorch

:rotating_light::rotating_light::rotating_light: CornerNet:基于虚拟仿真环境下的自动驾驶交通标志识别

anchor-free cornernet cornernet-lite cv detection python3 pytorch

Last synced: 26 Oct 2024

https://github.com/goldbattle/pytorch_unet

PyTorch U-Net on Cityscapes Dataset

cityscape-dataset pytorch semantic-segmentation unet

Last synced: 06 Nov 2024

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 11 Nov 2024

https://github.com/kinux98/SSL_ELN

This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has been accepted to 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022).

cvpr2022 pytorch semantic-segmentation semi-supervised-learning

Last synced: 09 Nov 2024

https://github.com/Scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 05 Nov 2024

https://github.com/acecoooool/lednet

This is an unofficial implemention of LEDNet https://arxiv.org/abs/1905.02423

lightning-network pytorch segmentation

Last synced: 09 Nov 2024

https://github.com/youtalk/iknet

Inverse kinematics estimation of ROBOTIS Open Manipulator X with neural networks

dynamixel jetson-nano neural-network pytorch robotis ros2

Last synced: 08 Nov 2024

https://github.com/podgorskiy/stylegan_blobless

Original stylegan without blobs (without retraining).

blob deeplearning gan pytorch stylegan

Last synced: 12 Nov 2024

https://github.com/ignf/flair-1

Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)

deep-learning earth-observation pytorch pytorch-lightning remote-sensing

Last synced: 15 Nov 2024

https://github.com/erogol/net2net

Net2Net implementation on PyTorch for any possible vision layers.

computer-vision deep-learning net2net pytorch

Last synced: 22 Oct 2024

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 07 Aug 2024

https://github.com/theeluwin/session-aware-bert4rec

Official repository for "Exploiting Session Information in BERT-based Session-aware Sequential Recommendation", SIGIR 2022 short.

pytorch pytorch-implementation recommender-system

Last synced: 05 Nov 2024

https://github.com/rahulvigneswaran/tailcalibx

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

cifar100 computer-vision cvpr feature-generation iccv iclr icvgip-2021 iiith iith long-tail long-tail-datasets long-tailed-detection long-tailed-recognition longtail mini-imagenet nvidia python pytorch pytorch-implementation representation-learning

Last synced: 01 Oct 2024

https://github.com/scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 22 Oct 2024

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/hinesboy/transformer-simple

使用transformer架构实现简单的英语翻译中文模型

attention attention-mechanism pytorch tranlation transformer

Last synced: 12 Nov 2024

https://github.com/jonasvdd/tdnn

PyTorch implementation of a Time Delay Neural Network (TDNN)

dnn pytorch tcn tdnn x-vector xvector

Last synced: 15 Oct 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 525 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-and-hpc 427 awesome-yolov8-models 43 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 awesome-NILM-with-code 49 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-max-mojo 183 awesome-fastai 42 awesome-ai-tools 526 free-pytorch-resources 72
PyTorch Categories
Blogs 450 Frameworks 277 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 216 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 130 1.) Neural Architecture Search 123 机器学习框架 123 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 99 Tutorials, books, & examples 96 Interactive Learning & Tools 94 Tutorials & books & examples｜教程 & 书籍 & 示例 94 超参数优化和AutoML 93