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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/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/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/rusty1s/pytorch_unique

PyTorch Extension Library of Optimized Unique Operation

python pytorch unique

Last synced: 09 Nov 2024

https://github.com/camenduru/stable-diffusion-diffusers-colab

🤗 HuggingFace Diffusers Flax TPU and PyTorch GPU for Colab

colab diffusers discord flax gdrive huggingface huggingface-diffusers pytorch tpu

Last synced: 09 Nov 2024

https://github.com/bfortuner/labelml

Machine Learning Image Annotation Tool

annotation-tool flask graphql machine-learning pytorch vue

Last synced: 08 Nov 2024

https://github.com/sdpkjc/abcdrl

Modular Single-file Reinfocement Learning Algorithms Library

deep-learning deep-reinforcement-learning machine-learning python pytorch reinfocement-learning

Last synced: 27 Oct 2024

https://github.com/mosessoh/iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

cnn colorization deep-learning icons machine-learning pytorch unet

Last synced: 05 Nov 2024

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

Teaching transformers to play chess

chess chess-engine pytorch transformers

Last synced: 07 Nov 2024

https://github.com/lufficc/vizer

Boxes and masks visualization tools

object-detection pytorch visualization

Last synced: 13 Nov 2024

https://github.com/adityashrm21/information-theory-deep-learning

Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning

deep-learning deep-neural-networks information-theory neural-networks pytorch

Last synced: 11 Nov 2024

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

本项目是基于Pytorch的语音合成项目，使用的是VITS，VITS是一种语音合成方法，这种时端到端的模型使用起来非常简单，不需要文本对齐等太复杂的流程，直接一键训练和生成，大大降低了学习门槛。

pytorch text-to-speech tts vits

Last synced: 16 Nov 2024

https://github.com/jungjee/dcasenet

Author's repository for reproducing DcaseNet, an integrated pre-trained DNN that performs acoustic scene classification, audio tagging, and sound event detection. Implemented using PyTorch.

acoustic-scene-classification audio-tagging dcase pytorch sound-event-detection

Last synced: 29 Oct 2024

https://github.com/tomdbar/naqs-for-quantum-chemistry

Supporting code for "Autoregressive neural-network wavefunctions for ab initio quantum chemistry".

neural-network-quantum-states publication pytorch quantum-chemistry

Last synced: 04 Aug 2024

https://github.com/yinboc/infd

Image Neural Field Diffusion Models, CVPR 2024 (Highlight)

diffusion-models machine-learning neural-fields pytorch

Last synced: 10 Oct 2024

https://github.com/igorsusmelj/simsiam-cifar10

Code to train the SimSiam model on cifar10 using PyTorch

computer-vision deep-learning machine-learning pytorch self-supervised-learning

Last synced: 07 Nov 2024

https://github.com/kadirnar/yolov5-sahi

Yolov5 Modelini Kullanarak Özel Nesne Eğitimi ve SAHI Kullanımı

object-detection pytorch sahi yolov5

Last synced: 15 Nov 2024

https://github.com/SBU-BMI/champkit

Benchmarking toolkit for patch-based histopathology image classification.

benchmark benchmarking deep-learning histopathology image-classification pytorch

Last synced: 15 Nov 2024

https://github.com/ai-hypercomputer/jetstream-pytorch

PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"

attention batching gemma inference llama llama2 llm llm-inference model-serving pytorch tpu

Last synced: 15 Nov 2024

https://github.com/LucasWaelti/RL_Webots

Webots project to show how to use Deep Reinforcement Learning with Webots in C++.

cpp deep-reinforcement-learning libtorch policy-gradient python pytorch rl webots

Last synced: 16 Nov 2024

https://github.com/hiyouga/pban-pytorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

aspect-based-sentiment-analysis attention-model deep-learning natural-language-processing nlp pytorch sentiment-analysis

Last synced: 27 Oct 2024

https://github.com/francescosaveriozuppichini/pytorchmodulestorage

A easy to use API to store outputs from forward/backward hooks in Pytorch

convolutional-neural-networks neural-networks python pytorch

Last synced: 09 Nov 2024

https://github.com/YurongYou/Hindsight

Code release for "Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception" [ICLR 2022]

3d-detection autonomous-driving hindsight object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/hunar4321/reweight-gpt

Reweight GPT - a simple neural network using transformer architecture for next character prediction

algorithms data-science gpt language-model machine-learning nerual-networks numpy pytorch

Last synced: 14 Nov 2024

https://github.com/intel/intel-xai-tools

Explainable AI Tooling (XAI). XAI is used to discover and explain a model's prediction in a way that is interpretable to the user. Relevant information in the dataset, feature-set, and model's algorithms are exposed.

ai deep-learning explainable-ai machine-learning pytorch tensorflow

Last synced: 13 Oct 2024

https://github.com/vectominist/miniasr

A mini, simple, and fast end-to-end automatic speech recognition toolkit.

asr ctc fairseq hubert minimal pytorch s3prl speech-recognition speech-representation wav2vec2

Last synced: 07 Nov 2024

https://github.com/vzhong/chainer2pytorch

Converts Chainer modules to PyTorch, parameters included.

chainer deep-learning pytorch

Last synced: 07 Nov 2024

https://github.com/MiuLab/FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

machine-comprehension nlp pytorch question-answering

Last synced: 07 Aug 2024

https://github.com/a-jacobson/minimal-nmt

A minimal nmt example to serve as an seq2seq+attention reference.

attention-mechanism beam-search neural-machine-translation python-3-6 pytorch seq2seq tutorial

Last synced: 12 Oct 2024

https://github.com/anjum48/commonlitreadabilityprize

4th Place solution for the Kaggle CommonLit Readability Prize

huggingface kaggle nlp pytorch transformers

Last synced: 14 Oct 2024

https://github.com/showlab/afformer

Affordance Grounding from Demonstration Video to Target Image (CVPR 2023)

deep-learning pytorch

Last synced: 09 Nov 2024

https://github.com/gcucurull/cond-wgan-gp

Pytorch implementation of a Conditional WGAN with Gradient Penalty

cwgan-gp deep-learning gans pytorch pytorch-gan wgan-gp

Last synced: 09 Nov 2024

https://github.com/amitrajitbose/cat-v-dog-classifier-pytorch

End To End Deep Learning Project For Classifying Cat vs Dog Images, using PyTorch

api catvsdog-classifier deep-learning densenet-pytorch flask-application pytorch

Last synced: 05 Nov 2024

https://github.com/vfdev-5/bootstrappingloss

Bootstrapping loss function implementation in pytorch

loss mnist pytorch

Last synced: 22 Oct 2024

https://github.com/topazape/molecular-vae

Implementation of the paper - Automatic chemical design using a data-driven continuous representation of molecules

cheminformatics chemoinformatics denovo machine-learning python3 pytorch vae

Last synced: 07 Nov 2024

https://github.com/vlievin/unet

U-Net Model for Image Segmentation Problems using PyTorch 0.4

deeplearning image-segmentation pytorch unet

Last synced: 07 Nov 2024

https://github.com/guichristmann/thormang3-gogoro-PPO

Steering-based control of a two-wheeled vehicle using RL-PPO and NVIDIA Isaac Gym.

isaac-gym ppo pytorch

Last synced: 03 Nov 2024

https://github.com/fcakyon/face-recognition-app-tutorial

A face recognition web app powered by Facenet model using Flask, OpenCV, Heroku

app face-detection face-recognition flask heroku jupyter-notebook opencv pytorch tensorflow tutorial

Last synced: 22 Oct 2024

https://github.com/jinglescode/ssvep-multi-task-learning

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

bci brain-computer-interface cnn convolutional-neural-network deep-learning eeg multitask-learning pytorch ssvep

Last synced: 16 Oct 2024

https://github.com/voize-gmbh/pytorch-lite-multiplatform

A Kotlin multi-platform wrapper around the PyTorch Lite libraries on Android and iOS.

kotlin kotlin-multiplatform-mobile pytorch pytorch-lite pytorch-mobile

Last synced: 13 Oct 2024

https://github.com/fwilliams/fml

FML (Francis' Machine-Learnin' Library) - A collection of utilities for machine learning tasks

chamfer earth-mover-distance machine-learning optimal-transport point-cloud pytorch regularized-optimal-transport sinkhorn sinkhorn-distance wasserstein

Last synced: 28 Oct 2024

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 07 Aug 2024

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 13 Nov 2024

https://github.com/vlukiyanov/pt-avitm

PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)

autoencoder avitm pytorch topic-modeling

Last synced: 10 Nov 2024

https://github.com/nikhilbarhate99/char-rnn-pytorch

Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch

char-rnn deep-learning lstm natural-language-generation natural-language-processing nlp pytorch pytorch-implementation pytorch-nlp pytorch-tutorial rnn

Last synced: 13 Nov 2024

https://github.com/nikhilroxtomar/retina-blood-vessel-segmentation-in-pytorch

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

drive-dataset image-segmentation pytorch retinal-vessel-segmentation unet unet-pytorch unet-segmentation

Last synced: 16 Nov 2024

https://github.com/yoshitomo-matsubara/head-network-distillation

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

image-classification imagenet knowledge-distillation pytorch split-computing

Last synced: 08 Nov 2024

https://github.com/lucasjinreal/tfboys

TensorFlow and Pytorch practice codes with purity and simplicity.

fasterrcnn objectdetection pytorch tensorflow

Last synced: 06 Nov 2024

https://github.com/harskish/sdui

Local ImGui UI for Stable Diffusion. Features embedded PNG metadata, Apple M1 fixes, result caching, img2img, and more!

pytorch stable-diffusion visualization

Last synced: 06 Nov 2024

https://github.com/alex-fabbri/lang2logic-pytorch

PyTorch port of the paper "Language to Logical Form with Neural Attention"

deep-learning natural-language-processing pytorch semantic-parsing seq2seq seq2tree

Last synced: 08 Nov 2024

https://github.com/taishan1994/pytorch_bert_event_extraction

基于pytorch+bert的中文事件抽取

bert chinese-nlp event-extraction pytorch

Last synced: 05 Nov 2024

https://github.com/yoyololicon/constant-memory-waveglow

PyTorch implementation of NVIDIA WaveGlow with constant memory cost.

convstant-memory flows glow normalizing-flows nvidia pytorch waveflow waveglow wavenet

Last synced: 22 Oct 2024

https://github.com/yusugomori/barbar

Progress bar for deep learning training iterations💈

deep-learning keras pytorch

Last synced: 13 Oct 2024

https://github.com/navervision/proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

aaai2021 cars196 deep-learning deep-metric-learning image-retrieval metric-learning norm-softmax proxy-based proxy-nca proxy-synthesis pytorch regularizer synthetic-classes

Last synced: 15 Nov 2024

https://github.com/sea-snell/calm-dialogue

Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"

deep-learning language-model nlp python pytorch reinforcement-learning

Last synced: 27 Oct 2024

https://github.com/yingtongdou/gcnn

The Pytorch Implementation of GCNN model from paper Fake News Detection on Social Media using Geometric Deep Learning

anomaly-detection fakenews fraud-detection gnn pytorch

Last synced: 08 Nov 2024

https://github.com/drscotthawley/fad_pytorch

Frechet Audio Distance evaluation in PyTorch

frechet-audio-distance frechet-distance pytorch

Last synced: 03 Nov 2024

https://github.com/modeltc/qllm

[ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models"

llama llama2 llm post-training-quantization pytorch quantization transformers

Last synced: 05 Nov 2024

https://github.com/francescosaveriozuppichini/torchserve-tryout

Deploy a CNN with torchserve using a custom handler

deep-learning python pytorch pytorch-tutorial

Last synced: 09 Nov 2024

https://github.com/eric612/Mobilenet-YOLO-Pytorch

Include mobilenet series (v1,v2,v3...) and yolo series (yolov3,yolov4,...)

mobilenet-series mobilenet-yolo pytorch yolo-series yolov3

Last synced: 09 Nov 2024

https://github.com/berlino/nest-trans-em18

Code for "A Neural Transition-based Model for Nested Mention Recognition"

nested-mention-recognition python pytorch

Last synced: 09 Nov 2024

https://github.com/commonroad/crgeo

Graph neural networks for autonomous driving

autonomous-vehicles deep-learning graph-neural-networks pytorch

Last synced: 13 Nov 2024

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 15 Nov 2024

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

[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"

deep-neural-networks denoising pytorch segmentation-aware unsupervised-learning

Last synced: 16 Nov 2024

https://github.com/mir-group/pair_allegro

LAMMPS pair style for Allegro deep learning interatomic potentials with parallelization support

gpu kokkos lammps machine-learning molecular-dynamics pytorch

Last synced: 13 Nov 2024

https://github.com/stefanbschneider/pytorch-django

🔥📷 A simple Django web app classifying images using PyTorch.

classification densenet django heroku image-classification imagenet python pytorch vision web-application

Last synced: 28 Oct 2024

https://github.com/kentonishi/torch-time-stretch

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pytorch sound-processing time-stretch torch torchaudio

Last synced: 28 Oct 2024

https://github.com/rmst/rlrd

PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)

deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/natolambert/continuousprediction

Formulating Model-based RL Dynamics as a continuous rather then one step prediction

prediction pytorch reinforcement-learning robotics

Last synced: 22 Oct 2024

https://github.com/yoyololicon/music-demixing-challenge-ismir-2021-entry

The training code for the 4th place model at MDX 2021 leaderboard A.

ismir2021 music pytorch sourceseparation

Last synced: 22 Oct 2024

https://github.com/yura52/delu

Deep Learning Utilities for PyTorch users (old name: Zero)

ai artificial-intelligence deep-learning machine-learning neural-networks python pytorch

Last synced: 31 Oct 2024

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 01 Nov 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 09 Nov 2024

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 06 Nov 2024

https://github.com/omarsar/nlp_pycon

Material for PyCon 2019 NLP Tutorial

deep machine-learning nlp pytorch

Last synced: 28 Oct 2024

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Official implementation for Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 03 Aug 2024

https://github.com/zjdoc/visionguide

视觉相关的编程语法、计算框架以及视觉库使用

cplusplus-11 matplotlib numpy opencv python pytorch torchvision

Last synced: 12 Oct 2024

https://github.com/lusinlu/bias-loss-skipblocknet

[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

deep-learning loss-functions machine-learning mobile-networks mobilenet objective-functions pytorch pytorch-implementation

Last synced: 08 Nov 2024

https://github.com/kyegomez/simplemamba

Implementation of a modular, high-performance, and simplistic mamba for high-speed applications

artificial-intelligence gpt gpt4 gpt4all machine neural-network open-source pytorch rnn rnn-pytorch rnns ssm tensorflow transformers

Last synced: 16 Nov 2024

https://github.com/tensorbfs/cmpo

continuous-time matrix product operator for finite temperature quantum states

pytorch tensor-networks

Last synced: 14 Nov 2024

https://github.com/ezra-yu/accv2022_fgia_1st

1st solution for the Webly-supervised Fine-grained Recognition competition in https://www.cvmart.net/race/10412/base

arcface-loss eql fine-grained-classification longtail mae pseudolabelling pytorch swin

Last synced: 27 Oct 2024

https://github.com/yeliudev/consnet

🚴‍♂️ ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection (MM 2020)

human-object-interaction pytorch

Last synced: 11 Oct 2024

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 05 Nov 2024

https://github.com/bzantium/bert-aad

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

adda bert domain-adaptation knowledge-distillation pytorch

Last synced: 22 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 Tutorials & books & examples｜教程 & 书籍 & 示例 94 Interactive Learning & Tools 94 超参数优化和AutoML 93