Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/githubharald/worddetectornn

Detect handwritten words (neural network based).

deep-learning detector handwriting pytorch

Last synced: 19 Nov 2024

https://github.com/mryab/learning-at-home

"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

deep-learning distributed-systems mixture-of-experts pytorch

Last synced: 22 Oct 2024

https://github.com/xierc/Semi_Human_Pose

[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

consistency-regularization human-pose-estimation pytorch semi-supervised-learning

Last synced: 08 Aug 2024

https://github.com/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 28 Oct 2024

https://github.com/byminji/SLTtrack

Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)

eccv2022 pytorch reinforcement-learning single-object-tracking sot tracking visual-tracking vot

Last synced: 02 Nov 2024

https://github.com/zzy979/pytorch-tutorial

PyTorch示例代码；复现GNN模型

graph-neural-network pytorch pytorch-tutorial

Last synced: 15 Nov 2024

https://github.com/oidiotlin/torchtracer

A python package for visualization and storage management in a pytorch AI task.

lab machine-learning pytorch tools

Last synced: 31 Oct 2024

https://github.com/gabrielepicco/deep-learning-flower-identifier

Deep learning network to identify 102 different types of flowers

google-colaboratory image-classification pytorch pytorch-scholarship-challenge

Last synced: 08 Nov 2024

https://github.com/vexilligera/strokenet

a neural network that draws digits using strokes

deep-learning nodejs pytorch reinforcement-learning

Last synced: 12 Nov 2024

https://github.com/ybabakhin/zindi_wheat_growth

1st place solution for CGIAR Wheat Growth Stage Challenge

computer-vision deep-learning image-classification pytorch pytorch-lightning resnet

Last synced: 20 Nov 2024

https://github.com/lonepatient/ernie-text-classification-pytorch

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

bert chinese-text-classification ernie python3 pytorch text-classification

Last synced: 06 Nov 2024

https://github.com/shaoxiongji/fed-att

Attentive Federated Learning for Private NLM

attention-mechanism deep-learning federated-learning language-modeling pytorch

Last synced: 07 Nov 2024

https://github.com/harry24k/cw-pytorch

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

adversarial-attacks deep-learning pytorch

Last synced: 06 Nov 2024

https://github.com/j-min/vpgen

Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

pytorch step-by-step text-to-image text-to-image-evaluation text-to-image-generation

Last synced: 19 Nov 2024

https://github.com/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 11 Nov 2024

https://github.com/finn-no/recsys_slates_dataset

FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) for users over a longer time horizon.

dataset deep-learning pytorch recommender-system

Last synced: 01 Nov 2024

https://github.com/dbraun/pytorchtop-cpumem

PyTorch / libtorch in TouchDesigner based on the CPUMemoryTOP example.

libtorch pytorch touchdesigner

Last synced: 08 Nov 2024

https://github.com/Novartis/torchsurv

Deep survival analysis made easy

deep-learning pytorch survival-analysis

Last synced: 26 Sep 2024

https://github.com/angeluriot/Generative_adversarial_network

A deep learning model that can create high quality images by training on a dataset.

deep-learning gan generative-ai pytorch

Last synced: 08 Nov 2024

https://github.com/catqaq/opentextclassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

bert bert-text-classification chinese-text-classification dpcnn ernie gru lstm multi-label-classification naive-bayes pytorch svm text-classification textcnn textrnn torchtext transformers

Last synced: 19 Nov 2024

https://github.com/harry24k/fgsm-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"

adversarial-attacks deep-learning pytorch

Last synced: 06 Nov 2024

https://github.com/archinetai/cqt-pytorch

An invertible and differentiable implementation of the Constant-Q Transform (CQT).

audio cqt deep-learning pytorch

Last synced: 05 Nov 2024

https://github.com/lxuechen/bdmc

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

annealed-importance-sampling bayesian-inference bidirectional-monte-carlo hamiltonian-monte-carlo mcmc pytorch

Last synced: 28 Oct 2024

https://github.com/dsgiitr/adversarial_lab

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization

Last synced: 16 Nov 2024

https://github.com/minkaixu/confvae-icml21

An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)

bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae

Last synced: 09 Oct 2024

https://github.com/lonepatient/chinese-word2vec-pytorch

word2vec implementation for skip-gram in pytorch

chinese pytorch skip-gram word2vec

Last synced: 06 Nov 2024

https://github.com/oke-aditya/quickvision

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 27 Oct 2024

https://github.com/Harry24k/CW-pytorch

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

adversarial-attacks deep-learning pytorch

Last synced: 04 Nov 2024

https://github.com/sksq96/pytorch-mdn

Mixture Density Networks (MDN) implemented in PyTorch

mixture-density-networks pytorch

Last synced: 16 Nov 2024

https://github.com/MrinmoiHossain/Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

convolutional-networks convolutional-neural-networks deep-learning gans generative-adversarial-network long-short-term-memory-models lstms machine-learning nanodegree neural-network nlp pytorch recurrent-neural-networks rnn sentiment-analysis style-transfer transfer-learning udacity udacity-nanodegree

Last synced: 07 Aug 2024

https://github.com/bes-dev/pytorch_clip_bbox

Pytorch based library to rank predicted bounding boxes using text/image user's prompts.

computer-vision deep-learning pytorch

Last synced: 02 Oct 2024

https://github.com/icon-lab/I2I-Mamba

Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

artificial-intelligence deeplearning image-synthesis image-to-image-translation mamba mamba-state-space-models medical multi-modal neural-networks pytorch ssm

Last synced: 28 Oct 2024

https://github.com/snap-research/mlpinit-for-gnns

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

deep-learning efficient-training feedforward-neural-network gnn graph-algorithm graph-neural-networks multi-layer-perceptron pytorch scalability

Last synced: 15 Nov 2024

https://github.com/francois-rozet/torchist

NumPy-style histograms in PyTorch

histogram numpy pytorch

Last synced: 28 Oct 2024

https://github.com/micahcarroll/unimask

Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"

bert-model deep-learning imitation-learning pytorch reinforcement-learning self-supervised-learning

Last synced: 02 Oct 2024

https://github.com/MinkaiXu/ConfVAE-ICML21

An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)

bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae

Last synced: 08 Aug 2024

https://github.com/IBM/MAX-Fast-Neural-Style-Transfer

Generate a new image that mixes the content of a source image with the style of another image.

docker-image machine-learning machine-learning-models pytorch

Last synced: 18 Nov 2024

https://github.com/PennyLaneAI/pennylane-cirq

The PennyLane-Cirq plugin integrates Google's Cirq software library with with PennyLane's quantum machine learning capabilities.

cirq differentiable-computing jax machine-learning python pytorch qml quantum quantum-algorithms quantum-chemistry quantum-computing quantum-machine-learning tensorflow

Last synced: 06 Nov 2024

https://github.com/bage79/nlp4kor

Natural Language Processing for Korean with Deep Learning

deep-learning korean natural-language-processing pytorch tensorflow word2vec

Last synced: 25 Aug 2024

https://github.com/j-min/VPGen

Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

pytorch step-by-step text-to-image text-to-image-evaluation text-to-image-generation

Last synced: 31 Oct 2024

https://github.com/aimagelab/stage_action_detection

Code of the STAGE module for video action detection

action-detection action-recognition graph-convolutional-networks pytorch

Last synced: 07 Nov 2024

https://github.com/MR-HosseinzadehTaher/BenchmarkTransferLearning

Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

benchmarking deep-learning domain-adaptation imagenet-models inaturalist-2021 medical-imaging pytorch self-supervised-learning supervised-learning transfer-learning

Last synced: 05 Nov 2024

https://github.com/vinthony/s2am

[TIP 2020] Improving the Harmony of the Composite Image by Spatial-Separated Attention Module

image-composition image-harmonization pytorch

Last synced: 19 Nov 2024

https://github.com/supercoderhawk/deep-keyphrase

seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer

copynet keyphrase-extraction keyphrase-generation keyword-extraction pytorch seq2seq

Last synced: 08 Nov 2024

https://github.com/phohenecker/pytorch-transformer

A PyTorch implementation of the Transformer model from "Attention Is All You Need".

attention-is-all-you-need deep-learning python3 pytorch

Last synced: 07 Nov 2024

https://github.com/FerdinandZhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 14 Nov 2024

https://github.com/ferdinandzhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 16 Nov 2024

https://github.com/markfzp/deep-whole-body-control

[CoRL 2022] Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion

deep-learning locomotion pytorch reinforcement-learning robotics

Last synced: 13 Nov 2024

https://github.com/antofuller/configaformers

A python library for highly configurable transformers - easing model architecture search and experimentation.

artificial-intelligence deep-learning pytorch transformers

Last synced: 15 Nov 2024

https://github.com/crowsonkb/mdmm

The Modified Differential Multiplier Method (MDMM) for PyTorch

constrained-optimization optimization pytorch

Last synced: 14 Oct 2024

https://github.com/isl-org/adaptive-surface-reconstruction

Adaptive Surface Reconstruction for 3D Data Processing

3d 3d-reconstruction pointcloud pytorch tensorflow

Last synced: 11 Nov 2024

https://github.com/cardwing/codes-for-steering-control

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)

autonomous-driving python pytorch steering-angles tensorflow udacity

Last synced: 30 Oct 2024

https://github.com/lupantech/IconQA

Data and code for NeurIPS 2021 Paper "IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning".

commensense dataset mathai pytorch reasoning vqa

Last synced: 12 Nov 2024

https://github.com/berlino/sa-sent

Implementation for SA-LSTM

python pytorch

Last synced: 09 Nov 2024

https://github.com/megengine/icd

This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine and Pytorch.

knowledge-distillation megengine object-detection pytorch

Last synced: 15 Nov 2024

https://github.com/hristo-vrigazov/dnn.cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

catalyst deep-learning deep-neural-network deep-neural-networks multitask-learning multitasking pytorch task-composition task-precondition

Last synced: 15 Nov 2024

https://github.com/Time0o/colorful-colorization

A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.

convolutional-neural-networks deep-learning image-colorization pytorch

Last synced: 14 Nov 2024

https://github.com/lonepatient/bert-sentence-similarity-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

bert nlp pytorch sentence-similarity text-classification

Last synced: 06 Nov 2024

https://github.com/kaggledatasets/kaggledatasets

Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)

data-science datasets deep-learning kaggle keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 13 Oct 2024

https://github.com/pyronear/pyro-vision

Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire

Last synced: 27 Oct 2024

https://github.com/lonePatient/bert-sentence-similarity-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

bert nlp pytorch sentence-similarity text-classification

Last synced: 02 Nov 2024

https://github.com/cadene/recipe1m.bootstrap.pytorch

Retrieve recipes from foodie pictures using Deep Learning and Pytorch

deep-learning metric-learning pytorch

Last synced: 07 Nov 2024

https://github.com/iamalexkorotin/Wasserstein2GenerativeNetworks

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

deep-learning gan generative-adversarial-network optimal-transport pytorch style-transfer

Last synced: 30 Oct 2024

https://github.com/LiewFeng/RayDN

[ECCV 2024] Ray Denoising (RayDN): Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection

3d-object-detection 3d-perception autonomous-driving deep-learning denoising eccv eccv2024 multi-view nuscenes pytorch

Last synced: 30 Oct 2024

https://github.com/vdutts7/ai-rapper

Talking Head of your favorite rapper using Transformers, PyTorch, Tortoise TTS, and OpenCV 🎵

huggingface-transformers nlp opencv pytorch tortoise-tts voice-clone

Last synced: 11 Nov 2024

https://github.com/phuijse/blnnbook

Bayesian Learning and Neural Networks (jupyter book sources)

approximate-bayesian-inference bayesian-models deep-learning neural-networks numpyro pytorch

Last synced: 15 Nov 2024

https://github.com/deci-ai/infery-examples

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

coreml deci deep-learning inference infery jetson jetson-nano jetson-orin jetson-xavier onnx onnxruntime openvino orin profiling python pytorch tensorflow tensorrt tflite torchscript

Last synced: 11 Nov 2024

https://github.com/kaleidophon/token2index

A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

deep-learning deeplearning i2t i2w indexing itos nlp numpy python pytorch rnn rnns seq2seq stoi t2i tensorflow token transformer transformers w2i

Last synced: 09 Nov 2024

https://github.com/wenmuzhou/flask_pytorch

using flask to run pytorch model

flask pytorch webservice

Last synced: 07 Nov 2024

https://github.com/sankalp1999/image_captioning_with_attention

CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism

attention-mechanism computer-vision encoder-decoder flickr8k-dataset pytorch show-attend-and-tell

Last synced: 02 Nov 2024

https://github.com/eliphatfs/skeletonmerger

Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.

3d-computer-vision cvpr2021 pytorch unsupervised-learning

Last synced: 13 Nov 2024

https://github.com/hellloxiaotian/ctnet

A cross Transformer for image denoising(Information Fusion, 2024)

cnn computer-vision deep-learning deep-neural-networks image-denoising pytorch transformer

Last synced: 11 Nov 2024

https://github.com/vita-group/sandwich-batch-normalization

[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang

adversarial-training batch-normalization gan nas neural-architecture-search normalization pytorch sabn sandwich-batch-normalization style-transfer

Last synced: 16 Nov 2024

https://github.com/birdx0810/timegan-pytorch

This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.

deep-learning generative-adversarial-network hacktoberfest pytorch time-series

Last synced: 30 Oct 2024

https://github.com/kpoeppel/pytorch_probgraph

A Library for Modelling Probabilistic Hierarchical Graphical Models in PyTorch

deep-belief-network probabilistic-graphical-models pytorch restricted-boltzmann-machine

Last synced: 13 Nov 2024

https://github.com/segments-ai/latent-diffusion-segmentation

A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [ECCV 2024]

diffusion-models generative-ai latent-diffusion panoptic-segmentation pytorch segmentation stable-diffusion

Last synced: 31 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 267 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 217 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 131 1.) Neural Architecture Search 123 Blogposts :sparkle: 123 机器学习框架 122 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 95 Interactive Learning & Tools 94 超参数优化和AutoML 93