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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/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/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/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/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/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: 27 Oct 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/inferno-pytorch/speedrun

Research code need not be ugly.

deep-learning neural-networks pytorch research

Last synced: 05 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/holywu/vs-realesrgan

Real-ESRGAN function for VapourSynth

pytorch real-esrgan tensorrt vapoursynth

Last synced: 01 Oct 2024

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/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/MaverickPeter/DiSCO-pytorch

Differentiable Scan Context with Orientation

icra2021 place-recognition pytorch robotics

Last synced: 28 Oct 2024

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: 03 Nov 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/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/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/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/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/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/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/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/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/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: 11 Oct 2024

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/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: 22 Oct 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/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/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/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/kinwaicheuk/audioloader

PyTorch Dataset for Speech and Music audio

audio dataset pytorch

Last synced: 13 Nov 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

https://github.com/gtbluesky/onnxruntime_flutter

A flutter plugin for OnnxRuntime provides an easy, flexible, and fast Dart API to integrate Onnx models in flutter apps across mobile and desktop platforms.

dart ffi flutter onnx onnxruntime pytorch tensorflow

Last synced: 15 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/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/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: 15 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: 13 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: 27 Oct 2024

https://github.com/onnx/turnkeyml

The no-code AI toolchain

ai benchmark gpu nvidia onnx pytorch tensorrt toolchain x86

Last synced: 11 Nov 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: 11 Oct 2024

https://github.com/hpprc/simple-simcse

A simple implementation of SimCSE

deep-learning pytorch sentence-embeddings

Last synced: 27 Oct 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: 08 Nov 2024

https://github.com/acecoooool/roialign-roipool-pytorch

C++ extension implementation of RoIAlign & RolPool (both GPU and CPU) for PyTorch

cpu gpu object-detection pytorch roialign roipooling

Last synced: 09 Nov 2024

https://github.com/paletteml/mlsync

Sync your ML data with your favorite productivity tools!

deep-learning machine-learning mlflow notion python pytorch

Last synced: 01 Nov 2024

https://github.com/cheind/pytorch-debayer

Convolutional PyTorch debayering / demosaicing layers

bayer bayer-filter-array convolution debayer demosaicing pytorch

Last synced: 15 Oct 2024

https://github.com/ivy-llc/vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 15 Nov 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/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: 17 Nov 2024

https://github.com/ritchieng/ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

deep-learning neural-network pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/920232796/medicalseg

3D Medical Image Segmentation Models,集成各种医学图像分割模型的小框架,主要是3D,持续更新...

medical-image-segmentation pytorch unet

Last synced: 07 Nov 2024

https://github.com/sony/soundctm

Pytorch implementation of SoundCTM

audio-generation diffusion-models pytorch text-to-audio

Last synced: 15 Nov 2024

https://github.com/charliedream1/ai_wiki

AI工程实践:记载工程实践问题的解决策略与关键要点,分享各种实用案例,追踪前沿技术发展,囊括 AI 全栈知识,涵盖大模型、编程技术、机器学习、深度学习、强化学习、图神经网络、语音识别、NLP 及图像识别等领域等

pytorch

Last synced: 05 Nov 2024

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

PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

automl group-convolution iccv2019 imagenet pretrained-models pytorch resnext

Last synced: 07 Nov 2024

https://github.com/riccorl/transformer-srl

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

allennlp bert conll2012 dataset labeling natural-language-processing nlp propbank pytorch role semantic semantic-role-labeling shi span srl srl-annotations srltagger transformer transformers verbatlas

Last synced: 08 Nov 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: 09 Nov 2024

https://github.com/neptune-ai/examples

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

compare dashboard experiment fastai jupyter keras metadata ml mlops optuna pandas pipelines pytorch sklearn store tensorflow tracker tracking visualization xgboost

Last synced: 14 Nov 2024

https://github.com/gau-nernst/centernet-lightning

Implementation of CenterNet and FairMOT with PyTorch Lightning

centernet object-detection object-tracking pytorch pytorch-lightning

Last synced: 22 Oct 2024

https://github.com/ibaigorordo/sapiens-pytorch-inference

Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch

computer-vision deep-learning depth-estimation inference pose-estimation python pytorch semantic-segmentation

Last synced: 16 Nov 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: 28 Oct 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/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: 13 Nov 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: 16 Nov 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: 15 Nov 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: 13 Oct 2024

https://github.com/michedev/ddpms-pytorch

Implementation of various DDPM papers to understand how they work

ddpm deep-learning generative-model pytorch

Last synced: 14 Nov 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: 01 Nov 2024

https://github.com/shiba6v/shape_commentator

多次元配列の属性情報を実行時に取得してコメントに書き足すツール

numpy python pytorch

Last synced: 01 Nov 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: 22 Oct 2024