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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/jla524/fromthetensor

From the Tensor to Stable Diffusion, a rough outline for a 9 week course.

deep-learning pytorch tinygrad

Last synced: 04 Aug 2024

https://github.com/plantnet/plantnet-300k

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 07 Nov 2024

https://github.com/devrimcavusoglu/pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

computer-vision deep-learning image-recognition machine-learning numpy python pytorch tensorflow

Last synced: 13 Nov 2024

https://github.com/aidos-lab/pytorch-topological

A topological machine learning framework based on PyTorch

deep-learning pytorch topological-data-analysis topological-machine-learning

Last synced: 11 Oct 2024

https://github.com/Graph-COM/GSAT

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 08 Aug 2024

https://github.com/liyuanlucasliu/ld-net

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

contextualized-representation language-model model-compression named-entity-recognition ner pytorch sequence-labeling

Last synced: 09 Nov 2024

https://github.com/clovaai/lffont

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

aaai2021 deep-learning font font-generation generative-models lf-font machine-learning pytorch

Last synced: 12 Nov 2024

https://github.com/drsleep/nas-segm-pytorch

Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

camvid cityscapes cvpr-2019 dense-per-pixel-tasks depth-estimation neural-architecture-search pytorch real-time semantic-segmentation wacv2020

Last synced: 09 Nov 2024

https://github.com/xalanq/chinese-sentiment-classification

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

nlp pytorch

Last synced: 07 Nov 2024

https://github.com/coderonion/awesome-cuda-and-hpc

🔥🔥🔥 A collection of some awesome public CUDA, cuBLAS, TensorRT and High Performance Computing (HPC) projects.

awesome blas cublas cuda cudnn fortran gemm gpu hpc lapack llama llm mojo numpy openblas parallel-computing pytorch scipy tensorrt yolo

Last synced: 05 Oct 2024

https://github.com/zhenye-na/image-similarity-using-deep-ranking

🖼️ 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch implementation of "Learning Fine-grained Image Similarity with Deep Ranking" (arXiv:1404.4661)

deep-learning deep-ranking image-similarity python pytorch

Last synced: 12 Nov 2024

https://github.com/intellabs/matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

ai dgl pytorch pytorch-lightning

Last synced: 13 Nov 2024

https://github.com/forestagostinelli/DeepCubeA

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

astar-search deep-learning deep-reinforcement-learning deepcube deepcubea python3 pytorch reinforcement-learning rubiks-cube search

Last synced: 09 Aug 2024

https://github.com/gmkim-ai/Diffusion-Video-Autoencoders

An official implementation of "Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding" (CVPR 2023) in PyTorch.

cvpr2023 deep-learning pytorch video

Last synced: 31 Oct 2024

https://github.com/kashif/firedup

Clone of OpenAI's Spinning Up in PyTorch

deep-learning pytorch reinforcement-learning spinningup

Last synced: 12 Nov 2024

https://github.com/guillaume-chevalier/Linear-Attention-Recurrent-Neural-Network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

attention-is-all-you-need attention-mechanism attention-model lstm pytorch recurrent-neural-networks rnn

Last synced: 05 Nov 2024

https://github.com/wogong/pytorch-dann

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

deep-learning domain-adaptation generative-adversarial-network pytorch

Last synced: 27 Oct 2024

https://github.com/erfanzar/EasyDeL

EasyDeL is an OpenSource Library to make your training faster and more Optimized With cool Options for training and serving Both in Python And Mojo🔥

easydel flax gpt jax machine-learning mojo nlp optax pytorch transformers

Last synced: 03 Aug 2024

https://github.com/eambutu/snail-pytorch

Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch

cnn python pytorch snail

Last synced: 26 Oct 2024

https://github.com/foivospar/NED

PyTorch implementation for NED (CVPR 2022). It can be used to manipulate the facial emotions of actors in videos based on emotion labels or reference styles.

3dmm cvpr2022 deepfakes emotion expression-manipulation face face-edit gan image-generation pytorch talking-head

Last synced: 03 Aug 2024

https://github.com/DeepRank/deeprank

This repository has been integrated in https://github.com/DeepRank/deeprank2

3d-cnn docking protein-protein-interaction pytorch

Last synced: 08 Aug 2024

https://github.com/stefanopini/simple-higherhrnet

Multi-person Human Pose Estimation with HigherHRNet in Pytorch, with TensorRT support

coco-dataset deep-learning higher-hrnet hrnet human-pose-estimation keypoint-detection mscoco-keypoint pytorch

Last synced: 07 Nov 2024

https://github.com/guillaume-chevalier/linear-attention-recurrent-neural-network

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

attention-is-all-you-need attention-mechanism attention-model lstm pytorch recurrent-neural-networks rnn

Last synced: 01 Nov 2024

https://github.com/xvjiarui/vfs

Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)

correspondence pytorch representation-learning self-su video

Last synced: 27 Oct 2024

https://github.com/hav4ik/Hydra

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

deep-learning multi-objective-optimization multi-task-learning neural-architecture-search pytorch

Last synced: 03 Aug 2024

https://github.com/kakaobrain/trident

A performance library for machine learning applications.

ai deep-learning kakaobrain library machine-learning performance python pytorch trident triton

Last synced: 10 Nov 2024

https://github.com/ofa-sys/ofasys

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

audio computer-vision deep-learning motion multimodal-learning multitask-learning nlp pretrained-models pytorch transformers vision-and-language

Last synced: 10 Oct 2024

https://github.com/vishal-v/100-days-of-ml-code

A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advanced Deep Learning.

100-days-of-ml-code python pytorch sklearn tensorflow

Last synced: 10 Oct 2024

https://github.com/nihalsid/ViewAL

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

active-learning deep-learning pytorch semantic-segmentation

Last synced: 28 Oct 2024

https://github.com/cvi-szu/me-graphau

[IJCAI 2022] Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition, Pytorch code

facial-action-unit-detection facial-action-units graph-neural-network pytorch

Last synced: 13 Nov 2024

https://github.com/ncsoft/avocodo

Official implementation of "Avocodo: Generative Adversarial Network for Artifact-Free Vocoder" (AAAI2023)

avocodo gan pytorch vocoder

Last synced: 13 Nov 2024

https://github.com/geyang/deep-auto-punctuation

a pytorch implementation of auto-punctuation learned character by character

auto-punctuation deep-learning engadget learning-punctuations pytorch reading-engadget-articles

Last synced: 11 Nov 2024

https://github.com/AllenXiangX/SnowflakeNet

(TPAMI 2023) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

3dvision deep-learning iccv2021 point-cloud-completion pytorch tpami2023 transformers

Last synced: 03 Aug 2024

https://github.com/TIGER-AI-Lab/ImagenHub

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

deep-learning diffusion-models generative-ai generative-art image-editing image-generation pytorch stable-diffusion

Last synced: 06 Aug 2024

https://github.com/ianycxu/GCN-with-BERT

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

bert bert-model coreference-resolution gcn gnn graph-convolutional-networks graph-neural-networks nlp pytorch

Last synced: 02 Nov 2024

https://github.com/clovaai/mxfont

Official PyTorch implementation of MX-Font (Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts) ICCV 2021

deep-learning font font-generation generative-models iccv2021 iccv21 machine-learning mx-font pytorch

Last synced: 12 Nov 2024

https://github.com/LeapLabTHU/Pseudo-Q

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

computer-vision cvpr2022 deep-learning multimodal-deep-learning pytorch vision-and-language visual-grounding

Last synced: 04 Nov 2024

https://github.com/Na-Z/attMPTI

[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation

3d 3d-segmentation few-shot-learning point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/RicherMans/GPV

Repository for our Interspeech2020 general-purpose voice activity detection (GPVAD) paper

machine-learning noise-robust-asr pytorch sound-activity speech-activity-detection voice-activity-detection

Last synced: 14 Nov 2024

https://github.com/alvinwan/shiftresnet-cifar

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

cifar-10 cifar-100 classification compression convolutional-neural-networks pytorch resnet shift-operation

Last synced: 27 Oct 2024

https://github.com/jiwidi/Behavior-Sequence-Transformer-Pytorch

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

alibaba behavior behavior-sequence-transformer pytorch recommenders seq2seq seq2seq-attn transformers

Last synced: 05 Nov 2024

https://github.com/patrick-kidger/sympytorch

Turning SymPy expressions into PyTorch modules.

pytorch sympy

Last synced: 13 Nov 2024

https://github.com/jiarenchang/realtimestereo

Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices (ACCV, 2020)

psmnet pytorch real-time stereo-matching stereo-vision

Last synced: 11 Nov 2024

https://github.com/reiinakano/neural-painters-pytorch

PyTorch library for "Neural Painters: A learned differentiable constraint for generating brushstroke paintings"

deep-learning neural-painters pytorch style-transfer

Last synced: 01 Nov 2024

https://github.com/prabhuomkar/iris

Open Source Photos Platform Powered by PyTorch

golang graphql machine-learning mongodb python pytorch rabbitmq react seaweedfs

Last synced: 13 Nov 2024

https://github.com/l1aoxingyu/char-rnn-pytorch

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

pytorch rnn

Last synced: 07 Nov 2024

https://github.com/noahgift/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

cli dataframe hugging huggingface mlops polars pytorch rust web

Last synced: 05 Aug 2024

https://github.com/audiolabs/torch-pesq

PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio

perceptual-losses pesq python3 pytorch speech-enhancement

Last synced: 05 Nov 2024

https://github.com/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 03 Nov 2024

https://github.com/SamsungLabs/tr3d

[ICIP2023] TR3D: Towards Real-Time Indoor 3D Object Detection

3d-object-detection pytorch s3dis scannet sunrgbd tr3d

Last synced: 28 Oct 2024

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

基于Pytorch实现的MTCNN模型，人脸检测，人脸关键点检测。

face-detection mtcnn pytorch

Last synced: 01 Nov 2024

https://github.com/miccunifi/SEARLE

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

circo cirr clip composed-image-retrieval fashion-iq knowledge-distillation multimodal-learning pytorch textual-inversion

Last synced: 04 Nov 2024

https://github.com/seba-1511/lstms.pth

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

dropout gal lstm moon pytorch rnn

Last synced: 01 Nov 2024

https://github.com/amazon-science/refined

ReFinED is an efficient and accurate entity linking (EL) system.

entity-extraction entity-linking entity-resolution nlp pytorch

Last synced: 12 Nov 2024

https://github.com/rikeda71/torchcrf

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

conditional-random-fields crf named-entity-recognition ner pytorch

Last synced: 10 Nov 2024

https://github.com/arthurdouillard/deepcourse

Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki

anki computer-vision course deep-learning pytorch research

Last synced: 12 Oct 2024

https://github.com/deepvac/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 09 Nov 2024

https://github.com/bshall/vectorquantizedcpc

Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion

acoustic-features contrastive-predictive-coding pytorch speech-synthesis voice-conversion vq-vae zerospeech

Last synced: 13 Nov 2024

https://github.com/rubenwiersma/deltaconv

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

differential-geometry geometric-deep-learning graph-learning point-cloud point-cloud-classification point-cloud-segmentation pytorch

Last synced: 11 Oct 2024

https://github.com/soumyajit4419/plant_ai

Performing Leaf Image classification for Recognition of Plant Diseases using various types of CNN Architecture, For detection of Diseased Leaf and thus helping the increase in crop yield.

cnn image-classification plant-disease-identification pytorch

Last synced: 01 Nov 2024

https://github.com/DeepVAC/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 27 Oct 2024

https://github.com/logancyang/loss-landscape-anim

Create animations for the optimization trajectory of neural nets

loss-landscape neural-nets optimization-trajectory pca pytorch pytorch-lightning

Last synced: 10 Oct 2024

https://github.com/PKU-DAIR/SGL

A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

deep-learning geometric-deep-learning graph-neural-networks network-embedding neural-architecture-search pytorch scalable-graph-learning

Last synced: 08 Aug 2024

https://github.com/OctoberChang/X-Transformer

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

extreme-multi-label-classification pytorch text-classification transformers

Last synced: 11 Nov 2024

https://github.com/HKUST-KnowComp/MnemonicReader

A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

document-reader machine-comprehension mnemonic-reader nlp pytorch r-net squad

Last synced: 07 Aug 2024

https://github.com/npatta01/web-deep-learning-classifier

Deep Learning model to classify food (Web App)

deep-learning fastai heroku neural-network pytorch

Last synced: 01 Nov 2024

https://github.com/voldemortX/DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

cifar cityscapes mixed-precision-training pascal-voc pytorch semantic-segmentation semi-supervised-learning tensorboard

Last synced: 03 Aug 2024

https://github.com/patball1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Last synced: 13 Nov 2024

https://github.com/kumar-shridhar/know-your-intent

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

chatbot dataset intent intent-classification jupyter python pytorch semantic-hashing state-of-the-art

Last synced: 07 Nov 2024

https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

deep-learning deep-q-network dqn jupyter policy-gradient ppo python pytorch pytorch-dqn pytorch-implementation pytorch-policy-gradient pytorch-ppo reinforcement-learning reinforcement-learning-algorithms rl

Last synced: 11 Nov 2024

https://github.com/ifsheldon/stannum

Fusing Taichi into PyTorch

pytorch taichi

Last synced: 13 Oct 2024

https://github.com/getnamo/MachineLearningRemote-Unreal

Machine Learning plugin for the Unreal Engine, encapsulating calls to remote python servers running e.g. Tensorflow/Pytorch.

cpp machine-learning plugin pytorch socket-io tensorflow unreal

Last synced: 29 Oct 2024

https://github.com/eurus-holmes/lis-ynp

:crystal_ball: Life is short, you need PyTorch.

examples models pytorch tutorials

Last synced: 12 Nov 2024

https://github.com/plantnet/PlantNet-300K

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 03 Aug 2024

https://github.com/tmabraham/UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

cyclegan deep-learning fastai image-to-image-translation nbdev pytorch

Last synced: 05 Nov 2024

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 14 Oct 2024

https://github.com/A-baoYang/alpaca-7b-chinese

Finetune LLaMA-7B with Chinese instruction datasets

alpaca chatgpt deep-learning fine-tuning instruction-following llm lora nlp pytorch

Last synced: 25 Oct 2024

https://github.com/fhamborg/newsmtsc

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

cuda dataset deep-learning news-articles pytorch sentiment-analysis sentiment-classification text-classification tsc

Last synced: 09 Nov 2024

https://github.com/hkust-vgd/lcd

[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching

2d-3d-correspondences 3d-deep-learning descriptors pytorch

Last synced: 28 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 511 free-pytorch-resources 72
PyTorch Categories
Blogs 450 Frameworks 276 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 131 机器学习框架 124 1.) Neural Architecture Search 122 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 100 Tutorials, books, & examples 95 Interactive Learning & Tools 94 Tutorials & books & examples｜教程 & 书籍 & 示例 94 超参数优化和AutoML 93