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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/li012589/NeuralRG

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

ising-model normalizing-flow pytorch renormalization-group

Last synced: 05 Aug 2024

https://github.com/2014gaokao/pedestrian-attribute-recognition-with-GCN

Pytorch implementation of pedestrian attribute recognition with graph convolutional network

attribute cnn gcn pytorch

Last synced: 01 Aug 2024

https://github.com/MaverickPeter/DiSCO-pytorch

Differentiable Scan Context with Orientation

icra2021 place-recognition pytorch robotics

Last synced: 31 Jul 2024

https://github.com/inferno-pytorch/speedrun

Research code need not be ugly.

deep-learning neural-networks pytorch research

Last synced: 01 Aug 2024

https://github.com/cogitare-ai/cogitare

🔥 Cogitare - A Modern, Fast, and Modular Deep Learning and Machine Learning framework for Python

deep-learning framework machine-learning modular-deep-learning pytorch toolbox toolchain

Last synced: 03 Aug 2024

https://github.com/spcl/daceml

A Data-Centric Compiler for Machine Learning

compiler cuda deep-learning fpga high-performance-computing machine-learning pytorch

Last synced: 01 Aug 2024

https://github.com/pietrolesci/energizer

An active learning library for Pytorch based on Pytorch-Lightning.

active-learning deep-learning python pytorch pytorch-lightning

Last synced: 03 Aug 2024

https://github.com/HolyWu/vs-realesrgan

Real-ESRGAN function for VapourSynth

pytorch real-esrgan tensorrt vapoursynth

Last synced: 01 Aug 2024

https://github.com/alishdipani/Neural-Style-Transfer-Audio

This is PyTorch Implementation of Neural Style Transfer Algorithm which is modified for Audios.

audio-processing convolutional-neural-networks fourier-transform neural-style-transfer pytorch pytorch-implmention

Last synced: 07 Aug 2024

https://github.com/m-tassano/dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

cnn cnn-architecture deep-learning denoising python3 pytorch video

Last synced: 01 Aug 2024

https://github.com/necla-ml/Diff-JPEG

Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

differentiable-codec differentiable-jpeg image-codec image-compression jpeg pytorch ste surrogate wacv

Last synced: 01 Aug 2024

https://github.com/tingiskhan/pyfilter

Particle filtering and sequential parameter inference in Python

bayesian-inference particle-filter pytorch sequential-monte-carlo time-series

Last synced: 02 Aug 2024

https://github.com/sahagobinda/GPM

Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"

computer-vision continual-learning deep-learning optimizaiton pytorch

Last synced: 03 Aug 2024

https://github.com/xxxnell/spatial-smoothing

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

bayesian-deep-learning bayesian-neural-networks neural-network pytorch robustness uncertainty uncertainty-estimation uncertainty-quantification

Last synced: 03 Aug 2024

https://github.com/imirzadeh/stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

catastrophic-forgetting continual-learning deep-learning lifelong-learning pytorch

Last synced: 03 Aug 2024

https://github.com/wandering007/nasnet-pytorch

A neat pytorch implementation of nasnet and the ported weights from tensorflow

nasnet pytorch

Last synced: 31 Jul 2024

https://github.com/LukasHedegaard/pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

benchmark deep-learning flops gpu jetson python pytorch timing-analysis

Last synced: 09 Aug 2024

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: 31 Jul 2024

https://github.com/pyrates-neuroscience/pyrates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 24 Sep 2024

https://github.com/Project-DC/pygeneses

A PyTorch based DeepRL framework to train and study artificial species in bio-inspired environments.

artificial-agents artificial-intelligence deep-learning hacktoberfest pytorch reinforcement-learning

Last synced: 03 Aug 2024

https://github.com/pyrates-neuroscience/PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 02 Aug 2024

https://github.com/keonlee9420/VAENAR-TTS

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

duration glow neural-tts non-ar non-autoregressive pytorch self-attention speech-synthesis text-to-speech transforer tts unsupervised-duration unsupervised-learning vae

Last synced: 08 Aug 2024

https://github.com/kaslanarian/pydynet

NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

autograd cnn cuda cupy deep-learning-framework numpy python pytorch pytorch-implementation rnn transformer

Last synced: 24 Sep 2024

https://github.com/chenqi1126/SIPE

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

cvpr cvpr2022 pytorch semantic-segmentation weakly-supervised-segmentation

Last synced: 03 Aug 2024

https://github.com/oalieno/asm2vec-pytorch

Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )

asm2vec gpu-acceleration machine-learning neural-language-processing python pytorch unofficial

Last synced: 03 Aug 2024

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 31 Jul 2024

https://github.com/kabouzeid/point2vec

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

lightning machine-learning point-cloud pytorch self-supervised-learning transformer vision vision-transformer

Last synced: 31 Jul 2024

https://github.com/prajjwal1/fluence

A deep learning library based on Pytorch focussed on low resource language research and robustness

attention deep-learning nlp pytorch transformers

Last synced: 07 Aug 2024

https://github.com/janosh/tensorboard-reducer

Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

averaging csv machine-learning pytorch reducer tensorboard tensorboard-pytorch tensorboard-reducer

Last synced: 05 Aug 2024

https://github.com/nyumedml/darts

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

artificial-intelligence brain-mri brain-segmentation deep-learning freesurfer medical-imaging pytorch unet

Last synced: 25 Sep 2024

https://github.com/d-li14/regnet.pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

imagenet neural-architecture-search pretrained-models pytorch regnet resnext

Last synced: 03 Aug 2024

https://github.com/yassersouri/pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

deep-learning machine-learning nips-2017 pytorch

Last synced: 31 Jul 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/Little-Podi/GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 01 Aug 2024

https://github.com/ibaiGorordo/Ultrafast-Lane-Detection-Inference-Pytorch-

Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.

lane-detection lane-lines-detection lane-segmentation python pytorch self-driving-car

Last synced: 31 Jul 2024

https://github.com/DensoITLab/TeachAugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

classification cvpr2022 deeplearning pytorch

Last synced: 31 Jul 2024

https://github.com/rf5/transfusion-asr

Transcribing Speech with Multinomial Diffusion, training code and models.

asr binomial-distribution diffusion discrete-diffusion pytorch speech-recognition

Last synced: 24 Sep 2024

https://github.com/leehanchung/cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer

Last synced: 31 Jul 2024

https://github.com/ziplab/EcoFormer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

classification efficient-transformers neurips-2022 pytorch vision-transformer

Last synced: 02 Aug 2024

https://github.com/H2SO4T/ARES

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

android android-testing appium appium-android apple-silicon applesilicon black-box-testing deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 31 Jul 2024

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 02 Aug 2024

https://github.com/KaiyangZhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 03 Aug 2024

https://github.com/moskomule/pytorch.rl.learning

for learning reinforcement learning using PyTorch.

pytorch reinforcement-learning

Last synced: 03 Aug 2024

https://github.com/yang-0201/YOLOv6_pro

Make it easier for yolov6 to change the network structure

detection pytorch yolo yolov5 yolov6

Last synced: 02 Aug 2024

https://github.com/TissueImageAnalytics/cerberus

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

computational-pathology deep-learning multi-task-learning python pytorch

Last synced: 02 Aug 2024

https://github.com/roysubhankar/dwt-domain-adaptation

Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)

cvpr2019 domain-adaptation pytorch whitening

Last synced: 03 Aug 2024

https://github.com/Fangyh09/Image2LMDB

Convert image folder to lmdb, adapted from Efficient-PyTorch

caffe caffe2 lmdb pytorch

Last synced: 03 Aug 2024

https://github.com/XuyangBai/KPConv.pytorch

PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

3d-point-clouds geometric-deep-learning kpconv pytorch

Last synced: 31 Jul 2024

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 02 Aug 2024

https://github.com/sony/DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 31 Jul 2024

https://github.com/pytorch-labs/torchfix

TorchFix - a linter for PyTorch-using code with autofix support

flake8 flake8-plugin linter python pytorch static-analysis static-code-analysis

Last synced: 03 Aug 2024

https://github.com/gugarosa/learnergy

💡 Learnergy is a Python library for energy-based machine learning models.

dbn energy machine-learning python pytorch rbm

Last synced: 05 Aug 2024

https://github.com/lumo-tech/lumo

More light-weight pytorch experiment management library!

deep-learning experiment-management experiment-tracking pytorch version-control

Last synced: 24 Sep 2024

https://github.com/gngdb/pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.

python pytorch scipy

Last synced: 24 Sep 2024

https://github.com/hunto/image_classification_sota

Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.

cifar image-classification imagenet kd nas pruning pytorch rep transformer vit

Last synced: 03 Aug 2024

https://github.com/gatheluck/FourierHeatmap

Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]

fourier-analysis heatmap pytorch robustness

Last synced: 03 Aug 2024

https://github.com/EMUNES/Auto-Subtitle-File-Generation

Generate subtitle files with timelines in an automatic way.

automatic deep-learning generator pytorch subtitles

Last synced: 04 Aug 2024

https://github.com/kacky24/stylenet

A pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"

caption cnn dlhacks image-captioning lstm microsoft pytorch pytorch-implemention stylenet

Last synced: 01 Aug 2024

https://github.com/grimme-lab/dxtb

Efficient And Fully Differentiable Extended Tight-Binding

automatic-differentiation computational-chemistry pytorch quantum-chemistry tight-binding

Last synced: 24 Sep 2024

https://github.com/lukasliebel/dfc2020_baseline

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

deep-learning earth-observation pytorch remote-sensing

Last synced: 07 Aug 2024

https://github.com/lwch/gotorch

golang libtorch binding

deep-learning go gpu libtorch mlp pytorch

Last synced: 24 Sep 2024

https://github.com/sjmikler/pytorch-symbolic

Provides symbolic API for model creation in PyTorch.

deep-learning neural-networks pytorch

Last synced: 24 Sep 2024

https://github.com/ap229997/Conditional-Batch-Norm

Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"

cbn modulated-resnet pytorch vqa

Last synced: 03 Aug 2024

https://github.com/jinglescode/python-signal-processing

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

machine-learning numpy python python-tutorial pytorch pytorch-tutorial scipy sequence signal-processing

Last synced: 24 Sep 2024

https://github.com/ducha-aiki/google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

cnn fastai kaggle pytorch retrieval

Last synced: 02 Aug 2024

https://github.com/tonyduan/diffusion

From-scratch diffusion model implemented in PyTorch.

diffusion generative-models pytorch

Last synced: 31 Jul 2024

https://github.com/granularai/fabric

Urban change model designed to identify changes across 2 timestamps

change-detection cnn deep-learning pytorch satellite-imagery sentinel-2 unet unet-3d

Last synced: 01 Aug 2024

https://github.com/kaituoxu/X-Punctuator

A PyTorch implementation of a punctuation prediction system using (B)LSTM, which automatically adds suitable punctuation into text without punctuation.

lstm punctuation pytorch

Last synced: 03 Aug 2024

https://github.com/cthoyt/class-resolver

🔍 Lookup classes and instantiate them with style

optuna python pytorch utility

Last synced: 03 Aug 2024

https://github.com/Confusezius/ICCV2019_MIC

(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.

cars196 computer-vi cub200 deep-lear deep-metric-learning metric- pku-vehicle pytorch shop-clothes-retrieval

Last synced: 03 Aug 2024