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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/shchur/ifl-tpp

Implementation of "Intensity-Free Learning of Temporal Point Processes" (Spotlight @ ICLR 2020)

normalizing-flows pytorch temporal-point-processes

Last synced: 05 Dec 2024

https://github.com/kefirski/pytorch_Highway

Highway network implemented in pytorch

highway-network python pytorch

Last synced: 14 Nov 2024

https://github.com/ryanleary/patter

speech-to-text in pytorch

ocr pytorch rnn speech-recognition speech-to-text stt

Last synced: 21 Nov 2024

https://github.com/dwromero/wavelet_networks

Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs/2006.05259

cnns equivariance group-convolution pytorch time-series

Last synced: 13 Nov 2024

https://github.com/ndrplz/differentiable-renderer

Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

differentiable-rendering eccv-2018 python pytorch rendering rendering-engine tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/pomonam/kronfluence

Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature

influence-functions pytorch

Last synced: 15 Jan 2025

https://github.com/dsaurus/tensor4d

This is the official implementation of Tensor4D: Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering.

3d-reconstruction 4d machine-learning nerf pytorch rendering

Last synced: 09 Nov 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: 16 Feb 2025

https://github.com/hellloxiaotian/acnet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

blind-super-resolution cnn cnn-pytorch deep-learning deep-network deep-neural-networks image-processing low-level-vision python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 24 Jan 2025

https://github.com/lromul/argus

Lightweight library for training neural networks in PyTorch

deep-learning machine-learning neural-network python pytorch

Last synced: 03 Jan 2025

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: 15 Nov 2024

https://github.com/ovshake/stable-fashion

Stable Fashion: A prompt based virtual try on repository

fashion pytorch stable-diffusion try-on

Last synced: 17 Nov 2024

https://github.com/myungsub/meta-interpolation

Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"

computer-vision cvpr2020 deep-learning frame-interpolation meta-learning pytorch slow-motion video-frame-interpolation

Last synced: 03 Dec 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: 25 Nov 2024

https://github.com/val-iisc/sketch-parse

Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:

deep-learning pytorch semantic-segmentation sketches

Last synced: 02 Dec 2024

https://github.com/warner-benjamin/optimi

Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers

deep-learning optimizers pytorch

Last synced: 18 Feb 2025

https://github.com/mukosame/aoda

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

computer-vision cvpr cvpr2021 deep-learning gan gans image-generation image-manipulation image2image open-domain pytorch sketch wacv wacv2022

Last synced: 07 Nov 2024

https://github.com/wovchena/text-detection-fots.pytorch

FOTS text detection branch reimplementation, hmean: 83.3%

cvpr2018 fots pytorch text-detection

Last synced: 22 Oct 2024

https://github.com/borchero/natural-posterior-network

Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)

bayesian-deep-learning deep-learning machine-learning pytorch uncertainty-estimation

Last synced: 01 Jan 2025

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: 29 Dec 2024

https://github.com/guyyariv/TempoTokens

This repo contains the official PyTorch implementation of: Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

ai-art audio-to-video audio-visual deep-learning diffusion-models generative-ai modelscope pytorch video-synthesis

Last synced: 22 Nov 2024

https://github.com/QY-H00/attention-interpolation-diffusion

[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

deep-learning diffusion image-interpolation pytorch stable-diffusion text-to-image-generation

Last synced: 31 Oct 2024

https://github.com/subeeshvasu/2018_subeesh_epsr_eccvw

Project page of the paper 'Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network' (ECCVW 2018)

deep-learning epsr pirm-sr pytorch super-resolution

Last synced: 06 Nov 2024

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: 23 Nov 2024

https://github.com/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 15 Dec 2024

https://github.com/iliasprc/covidnet

PyTorch implementation of COVID-Net https://github.com/lindawangg/COVID-Net

covid-19 python3 pytorch pytorch-implementation xray

Last synced: 20 Nov 2024

https://github.com/pietrolesci/energizer

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

active-learning deep-learning python pytorch pytorch-lightning

Last synced: 19 Nov 2024

https://github.com/lucidrains/product-key-memory

Standalone Product Key Memory module in Pytorch - for augmenting Transformer models

artificial-intelligence deep-learning pytorch transformers

Last synced: 18 Feb 2025

https://github.com/ternaus/angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

computer-vision deep-learning image-segmentation medical-imaging python pytorch

Last synced: 07 Jan 2025

https://github.com/abhijit-2592/model-server

gRPC server for hosting ML models trained on any framework in python

deep-neural-networks deployment model-deployment mxnet pytorch tensorflow

Last synced: 20 Jan 2025

https://github.com/naoto0804/synshadow

Learning from Synthetic Shadows for Shadow Detection and Removal [Inoue and Yamasaki, IEEE TCSVT 2021].

pytorch shadow-detection shadow-removal

Last synced: 17 Dec 2024

https://github.com/chongruo/pytorch-HED

An implementation of HED in pytorch

pytorch

Last synced: 15 Nov 2024

https://github.com/dbraun/pytorchtop

GPU PyTorch TOP in TouchDesigner with CUDA-enabled OpenCV

cuda libtorch opencv pytorch touchdesigner

Last synced: 08 Nov 2024

https://github.com/rusty1s/himp-gnn

Hierarchical Inter-Message Passing for Learning on Molecular Graphs

geometric-deep-learning graph-neural-networks graph-pooling junction-tree molecular-graph pytorch

Last synced: 05 Dec 2024

https://github.com/salu133445/ismir2019tutorial

Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

gan generative-adversarial-network machine-learning music music-generation pytorch

Last synced: 29 Oct 2024

https://github.com/shhossain/banglaspeech2text

BanglaSpeech2Text: An open-source offline speech-to-text package for Bangla language. Fine-tuned on the latest whisper speech to text model for optimal performance.

bangla bangla-asr bangla-automatic-speech-recognition bangla-speech-recognition bangla-speech-to-text bangla-voice-recognition deep-learning hacktoberfest machine-learning pytorch speech speech-recognition speech-to-text transformer voice-recognition whisper whisper-model

Last synced: 16 Feb 2025

https://github.com/vidursatija/blazepalm

PyTorch & CoreML implementation of MediaPipe Hands

computer-vision coreml google machine-learning pytorch tensorflow

Last synced: 30 Jan 2025

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: 14 Nov 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: 27 Oct 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: 15 Oct 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: 02 Nov 2024

https://github.com/duskvirkus/alias-free-gan

Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options.

ai-art alias-free-gan generative-art machine-learning mlart pytorch pytorch-lightning stylegan

Last synced: 25 Nov 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: 15 Feb 2025

https://github.com/aimagelab/art2real

Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CVPR 2019

art2real computer-vision cvpr2019 deep-learning image-to-image-translation pytorch

Last synced: 07 Nov 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: 03 Nov 2024

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

Differentiable Scan Context with Orientation

icra2021 place-recognition pytorch robotics

Last synced: 28 Oct 2024

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

Research code need not be ugly.

deep-learning neural-networks pytorch research

Last synced: 05 Nov 2024

https://github.com/fabioperez/pytorch-examples

Tutorials, examples, and projects implemented with PyTorch

deep-learning deep-neural-networks examples machine-learning pytorch tutorials

Last synced: 05 Nov 2024

https://github.com/yuchenlin/lstm_sentence_classifier

LSTM-based Models for Sentence Classification in PyTorch

lstm-model nlp pytorch sentence-classification

Last synced: 28 Oct 2024

https://github.com/henghuiding/bfp

[ICCV2019] Boundary-Aware Feature Propagation for Scene Segmentation

bfp iccv2019 pytorch semantic-segmentation

Last synced: 05 Jan 2025

https://github.com/ActiveVisionLab/gaussctrl

[ECCV 2024] GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing

3d 3d-editing computer-vision diffusion-models eccv2024 gaussian-splatting pytorch

Last synced: 14 Nov 2024

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

Real-ESRGAN function for VapourSynth

pytorch real-esrgan tensorrt vapoursynth

Last synced: 19 Jan 2025

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

Real-ESRGAN function for VapourSynth

pytorch real-esrgan tensorrt vapoursynth

Last synced: 03 Nov 2024

https://github.com/isaaccorley/pytorch-enhance

Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use

artificial-intelligence computer-vision deep-learning pytorch super-resolution

Last synced: 22 Oct 2024

https://github.com/lromul/argus-tgs-salt

Kaggle | 14th place solution for TGS Salt Identification Challenge

deep-learning kaggle kaggle-competition neural-network python pytorch segmentation

Last synced: 22 Oct 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: 13 Nov 2024

https://github.com/j-min/mocha-pytorch

PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

attention-mechanism hard-attention monotonic-attention pytorch seq2seq

Last synced: 19 Nov 2024

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

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

nasnet pytorch

Last synced: 31 Oct 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: 12 Nov 2024

https://github.com/lebellig/discrete-fm

Educational implementation of the Discrete Flow Matching paper

flow-matching generative-ai generative-model machine-learning pytorch pytorch-lightning

Last synced: 18 Feb 2025

https://github.com/twsl/whos-there

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

deep-learning lightning machine-learning python pytorch pytorch-lightning

Last synced: 10 Nov 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: 10 Nov 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: 29 Nov 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: 15 Nov 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: 15 Nov 2024

https://github.com/tonyduan/diffusion

From-scratch diffusion model implemented in PyTorch.

diffusion generative-models pytorch

Last synced: 19 Feb 2025

https://github.com/allanyiin/trident

Make pytorch and tensorflow two become one.

convolutional-networks deep-learning neural-network pytorch tensorflow

Last synced: 07 Dec 2024

https://github.com/lonepatient/clue_pytorch

CLUE baseline pytorch CLUE的pytorch版本基线

albert bert chinese classification clue ernie glue pytorch roberta xlnet

Last synced: 06 Nov 2024

https://github.com/kinwaicheuk/audioloader

PyTorch Dataset for Speech and Music audio

audio dataset pytorch

Last synced: 21 Jan 2025

https://github.com/thesage21/lorentz-embeddings

Embed arbitrary graphs in Hyperbolic space

embedding hyperbolic-geometry lorentz pytorch

Last synced: 07 Nov 2024

https://github.com/afuntw/pytorch-mot-tracking

Demo the Kalman Filter on pedestrian tracking with YOLOv3.

mot pytorch tracking

Last synced: 13 Nov 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: 10 Nov 2024

https://github.com/ternaus/midv-500-models

Model for document segmentation trained on the midv-500-models dataset.

computer-vision deep-learning document-scanner image-segmentation python pytorch semantic-segmentation

Last synced: 07 Jan 2025

https://github.com/graykode/matorage

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

deep-learning pytorch storage-manager tensorflow

Last synced: 01 Nov 2024

https://github.com/nachiket273/one_cycle_policy

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

cyclic-learning-rates deep-learning machine-learning notebook notebook-jupyter numpy one-cycle-policy python3 pytorch resnet

Last synced: 05 Nov 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: 28 Oct 2024

https://github.com/dataxujing/scaledyolov4

:fire::fire::fire: Scaled-YOLOv4训练自己的数据集详细教程PDF,关于paper解读请联系小编获取PDF文档

object-detection pytorch scaledyolov4 yolov4-large

Last synced: 17 Dec 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: 15 Nov 2024