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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/rasbt/faster-pytorch-blog

Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy

deeplearning lightning pytorch transformers

Last synced: 01 Nov 2024

https://github.com/szagoruyko/binary-wide-resnet

PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)

pytorch wide-residual-networks

Last synced: 03 Jan 2025

https://github.com/jingtaozhan/DRhard

SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.

information-retrieval pytorch web-search

Last synced: 16 Nov 2024

https://github.com/emilemathieu/pvae

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

hierarchical-data hyperbolic-geometry poincare-embeddings pytorch vae

Last synced: 18 Feb 2025

https://github.com/astorfi/3d-convolutional-speaker-recognition-pytorch

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

convolutional-neural-networks python pytorch speaker-verification

Last synced: 01 Nov 2024

https://github.com/hkchengrex/mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

computer-vision cvpr2021 deep-learning pytorch segmentation video-object-segmentation video-segmentation

Last synced: 10 Nov 2024

https://github.com/TristanBilot/mlx-benchmark

Benchmark of Apple MLX operations on all Apple Silicon chips (GPU, CPU) + MPS and CUDA.

apple-silicon benchmark deep-learning machine-learning mlx pytorch

Last synced: 25 Nov 2024

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 18 Dec 2024

https://github.com/nmichlo/disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

autoencoders configurable datasets disentangled-representations disentanglement metric-learning metrics python python3 pytorch pytorch-lightning representation-learning vae

Last synced: 15 Nov 2024

https://github.com/gaohongkui/tplinker-ner

TPlinker for NER 中文/英文命名实体识别

chinese-ner ner pytorch tplinker tplinker-ner

Last synced: 12 Nov 2024

https://github.com/astorfi/sequence-to-sequence-from-scratch

:speech_balloon: Sequence to Sequence from Scratch Using Pytorch

deep-learning machine-learning python pytorch

Last synced: 01 Nov 2024

https://github.com/rdspring1/pytorch_gbw_lm

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

deep-learning gpu language-model lstm machine-learning nlp pytorch torch torch-gbw

Last synced: 29 Oct 2024

https://github.com/zibojia/COCOCO

Video-Inpaint-Anything: This is the inference code for our paper CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility.

cococo diffusion inpainting pytorch sam2 segment segment-anything text-guided text-guided-video-inpainting video-inpainting video-sam2-inpaint

Last synced: 30 Nov 2024

https://github.com/developmentseed/fastai-serving

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

deep-learning docker machine-learning python pytorch

Last synced: 22 Nov 2024

https://github.com/lartpang/ZoomNet

Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022

camouflaged-object-detection cod codeforpaper cvpr cvpr2022 paper papercode python pytorch rgbcod rgbsod saliency-detection salient-object-detection sod

Last synced: 15 Nov 2024

https://github.com/leverxgroup/esrgan

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

computer-vision deep-neural-networks generative-adversarial-network image-processing pytorch super-resolution

Last synced: 26 Oct 2024

https://github.com/gaohongkui/TPLinker-NER

TPlinker for NER 中文/英文命名实体识别

chinese-ner ner pytorch tplinker tplinker-ner

Last synced: 06 Nov 2024

https://github.com/yeyupiaoling/pytorch-mobilefacenet

Pytorch实现的人脸识别明细MobileFaceNet模型,在预测使用MTCNN检测人脸,然后使用MobileFaceNet模型识别。

face-recognition mobilefacenet mtcnn pytorch

Last synced: 01 Nov 2024

https://github.com/cceyda/torchserve-dashboard

Management Dashboard for Torchserve

ml-deployment pytorch streamlit torchserve

Last synced: 18 Feb 2025

https://github.com/Jasonkks/PTTR

Pytorch Implementation of PTTR: Relational 3D Point Cloud Object Tracking with Transformer

autonomous-driving point-cloud pytorch tracking

Last synced: 28 Oct 2024

https://github.com/l0sg/waveflow

A PyTorch implementation of "WaveFlow: A Compact Flow-based Model for Raw Audio" (ICML 2020)

normalizing-flows pytorch speech-synthesis waveflow

Last synced: 27 Jan 2025

https://github.com/lucidrains/pytorch-custom-utils

Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new AI research

accelerate pytorch

Last synced: 14 Feb 2025

https://github.com/aphp/edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

clinical-data-warehouse deep-learning fast french medical multi-task nlp pytorch rule-based spacy text-mining

Last synced: 16 Feb 2025

https://github.com/bqth29/simulated-bifurcation-algorithm

Python CPU/GPU implementation of the Simulated Bifurcation (SB) algorithm to solve quadratic optimization problems (QUBO, Ising, TSP, optimal asset allocations for a portfolio, etc.).

optimal-asset-allocations optimization portfolio python pytorch quantum-algorithms qubo simulated-bifurcation-algorithm

Last synced: 13 Feb 2025

https://github.com/JusperLee/Deep-Clustering-for-Speech-Separation

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

deep-clustering pytorch segmentation speech-separation

Last synced: 02 Nov 2024

https://github.com/yuweihao/KERN

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

computer-vision graph-neural-network pytorch scene-graph scene-graph-generation

Last synced: 02 Nov 2024

https://github.com/xuyxu/deep-clustering-network

PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.

clustering deep-learning pytorch

Last synced: 08 Nov 2024

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

Structured Prediction as Translation between Augmented Natural Languages

deep-learning natural-language-processing pytorch

Last synced: 12 Nov 2024

https://github.com/yuweihao/kern

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

computer-vision graph-neural-network pytorch scene-graph scene-graph-generation

Last synced: 06 Nov 2024

https://github.com/lonepatient/bilstm-crf-ner-pytorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

bilstm-crf crf lstm ner nlp pytorch

Last synced: 06 Nov 2024

https://github.com/qq44642754a/Yolov5_ros

Real-time object detection with ROS, based on YOLOv5 and PyTorch (基于 YOLOv5的ROS实时对象检测)

pytorch ros yolov5

Last synced: 09 Nov 2024

https://github.com/graykode/toeicbert

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

ai bert deep-learning lm mask nlp pytorch pytorch-pretrained toeic

Last synced: 01 Nov 2024

https://github.com/pcyin/pytorch_nmt

A neural machine translation model in PyTorch

deep-learning machine-learning neural-machine-translation pytorch

Last synced: 01 Dec 2024

https://github.com/sniklaus/pytorch-extension

an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors

cuda cupy deep-learning python pytorch

Last synced: 14 Nov 2024

https://github.com/mstryoda/ml-from-scratch

A comprehensive collection of practical machine learning examples using popular frameworks and libraries.

llm machine-learning matplotlib numpy pandas python pytorch sklearn

Last synced: 13 Feb 2025

https://github.com/chrhenning/hypnettorch

Package for working with hypernetworks in PyTorch.

deep-learning hypernet hypernets hypernetwork hypernetworks neural-network python pytorch torch

Last synced: 11 Nov 2024

https://github.com/alibaba/graphlearn-for-pytorch

A GPU-accelerated graph learning library for PyTorch, facilitating the scaling of GNN training and inference.

deep-learning distributed gpu graph-neural-networks pytorch

Last synced: 17 Feb 2025

https://github.com/snakers4/russian_stt_text_normalization

Russian text normalization pipeline for speech-to-text and other applications based on tagging s2s networks

python3 pytorch russian-language speech speech-to-text text-normalization torchscript

Last synced: 27 Nov 2024

https://github.com/bradyfu/dvg

[NeurIPS 2019] Dual Variational Generation for Low Shot Heterogeneous Face Recognition

face-recognition heterogeneous-face-recognition pytorch

Last synced: 16 Nov 2024

https://github.com/AlbertSuarez/object-cut

✂️ Cut the main object of an image automagically

basnet connexion crop-image image-processing openapi pytorch

Last synced: 26 Oct 2024

https://github.com/pytomography/pytomography

This repository enables easy and fast medical image reconstruction in Python.

image-reconstruction medical-imaging nuclear-medicine python pytorch quantitative-imaging spect

Last synced: 16 Feb 2025

https://github.com/stefoe/indrnn-pytorch

pytorch implementation of Independently Recurrent Neural Networks https://arxiv.org/abs/1803.04831

indrnn paper-implementations pytorch rnn

Last synced: 04 Dec 2024

https://github.com/bharathgs/NALU

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 14 Nov 2024

https://github.com/shibing624/nerpy

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具,支持BertSoftmax、BertSpan等模型,开箱即用。

bert bert-softmax bert-span named-entity-recognition ner nlp pytorch transformers

Last synced: 18 Feb 2025

https://github.com/ajayarunachalam/msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

anamoly-detection-using-graphs anomaly-detection correlation data-analysis deep-learning deep-neural-networks explainable-artificial-intelligence feature-engineering feature-selection multidimensional-data multisensor python pytorch sensor sensor-data signal-processing tabular-data time-series variation visualization

Last synced: 18 Dec 2024

https://github.com/bharathgs/nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 19 Dec 2024

https://github.com/elliottzheng/face-detection

Fast and reliable face detection with RetinaFace.PyTorch

face-detection python pytorch retinaface

Last synced: 27 Oct 2024

https://github.com/yanndubs/lossyless

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

compression deep-learning machine-learning python pytorch self-supervised-learning

Last synced: 27 Oct 2024

https://github.com/clovaai/focusseq2seq

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

emnlp2019 generation nlp pytorch question-generation summarization

Last synced: 25 Jan 2025

https://github.com/eric-canas/qrdet

Robust QR Detector based on YOLOv8

easy-to-use object-detection pip pytorch qr-detection qrcode yolov8

Last synced: 19 Feb 2025

https://github.com/sevagh/demucs.cpp

C++17 port of Demucs v3 (hybrid) and v4 (hybrid transformer) models with ggml and Eigen3

blas demixing demucs eigen3 ggml guitar music-source-separation piano pytorch

Last synced: 19 Feb 2025

https://github.com/jiaweihe1996/GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

deep-learning pytorch tracking-by-detection

Last synced: 13 Nov 2024

https://github.com/pytorch/extension-script

Example repository for custom C++/CUDA operators for TorchScript

cpp cuda pytorch

Last synced: 19 Jan 2025

https://github.com/bshall/tacotron

A PyTorch implementation of Location-Relative Attention Mechanisms For Robust Long-Form Speech Synthesis

attention-mechanism pytorch speech-synthesis tacotron text-to-speech tts

Last synced: 11 Feb 2025

https://github.com/Saro00/DGN

Implementation of Directional Graph Networks in PyTorch and DGL

dgl graph-machine-learning graph-neural-networks pytorch spectral-methods

Last synced: 28 Nov 2024

https://github.com/ZhixiuYe/Intra-Bag-and-Inter-Bag-Attentions

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

deeplearning distant-supervision nlp pytorch relation-extraction

Last synced: 01 Nov 2024

https://github.com/yingkunwu/R-YOLOv4

This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object detection.

oriented-object-detection pytorch yolov4

Last synced: 09 Nov 2024

https://github.com/holywu/vs-rife

RIFE function for VapourSynth

pytorch rife tensorrt vapoursynth

Last synced: 15 Feb 2025

https://github.com/airaria/captcharecognition

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

attention cnn pytorch rnn

Last synced: 11 Nov 2024

https://github.com/4uiiurz1/pytorch-res2net

PyTorch implementation of Res2Net

deep-learning pytorch res2net

Last synced: 31 Oct 2024

https://github.com/amrzhd/eegnet

This project focuses on implementing CNN model based on the EEGNet architecture with Pytorch library for classifying motor imagery tasks using EEG data.

bci bci-systems convolutional-neural-networks deep-learning depthwise-convolutions depthwise-separable-convolutions eeg eeg-signals eegnet machine-learning python pytorch signal-processing

Last synced: 13 Feb 2025

https://github.com/sgrvinod/chess-transformers

Teaching transformers to play chess

chess chess-engine pytorch transformers

Last synced: 13 Feb 2025

https://github.com/narumiruna/efficientnet-pytorch

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

cifar10 efficientnet imagenet mnist pytorch

Last synced: 16 Feb 2025

https://github.com/JD-AI-Research-Silicon-Valley/SACN

End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion

graph-convolutional-networks knowledge-graph knowledge-graph-completion pytorch sacn

Last synced: 28 Nov 2024

https://github.com/haoxiangsnr/IRM-based-Speech-Enhancement-using-LSTM

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

deep-neural-networks ideal-ratio-mask lstm pytorch speech-enhancement

Last synced: 02 Nov 2024

https://github.com/senya-ashukha/simple-equivariant-gnn

A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

deep-learning deep-neural-networks egnn equivariance gnn graph-neural-networks homo molecules neural-networks pytorch qm9

Last synced: 19 Nov 2024

https://github.com/rotten-work/vits-mandarin-windows

VITS for Mandarin. Support Windows and Linux, low-end and high-end hardwares

chinese linux mandarin pytorch vits windows-desktop

Last synced: 18 Nov 2024

https://github.com/aa-samad/conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

cifar10 cnn convolutional-neural-networks deep-learning neuromorphic pytorch snn spatio-temporal-analysis

Last synced: 13 Nov 2024

https://github.com/zhanghengdev/MutualGuide

Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection

deep-learning knowledge-distillation object-detection pytorch tensorrt

Last synced: 08 Nov 2024