PyTorch | Ecosyste.ms: Awesome

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

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

Last synced: 26 Oct 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/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/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/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/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/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/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/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/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/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/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/l1aoxingyu/deploy-pytorch-model

pytorch pytorch-demo

Last synced: 07 Nov 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/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/torchpipe/torchpipe

Serving Inside Pytorch

deployment inference llm-serving pipeline-parallelism pytorch ray serve serving tensorrt torch2trt triton-inference-server

Last synced: 27 Oct 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/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/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/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/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/VainF/Diff-Pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

diffusion-models efficient-deep-learning model-compression network-pruning pytorch structured-pruning

Last synced: 25 Oct 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/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/vainf/diff-pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

diffusion-models efficient-deep-learning model-compression network-pruning pytorch structured-pruning

Last synced: 29 Oct 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/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/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/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: 03 Aug 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/jinserk/pytorch-asr

ASR with PyTorch

asr capsule-network ctc decoder deepspeech densenet dictation kaldi kaldi-decoder lattice lvcsr pyro python pytorch pytorch-binding resnet speech speech-recognition ss-vae transcription

Last synced: 07 Aug 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/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/Richarizardd/Self-Supervised-ViT-Path

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

computational-pathology deep-learning histopathology neurips pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning

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/mlcommons/gandlf

A generalizable application framework for segmentation, regression, and classification using PyTorch

biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation

Last synced: 13 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/digantamisra98/echo

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

algorithms computer-vision deep-learning deep-learning-algorithms deep-neural-networks deeplearning functions gitbook machine-learning machine-learning-algorithms mathematics megengine nlp python pytorch tensorflow tensorflow2

Last synced: 31 Oct 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/microsoft/cliffordlayers

geometric-deep-learning pytorch

Last synced: 09 Aug 2024

https://github.com/walkwithfastai/walkwithfastai.github.io

Host for https://walkwithfastai.com

fastai fastai2 fastcore fastinference machine-learning nbdev pytorch walkwithfastai

Last synced: 03 Aug 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/zjunlp/OntoProtein

[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

bert gene-ontology iclr iclr2022 knowledge-graph nlp ontoprotein pretrained-models pretraining protein protein-function-prediction protein-pretraining protein-protein-interaction protein-structure-prediction pytorch

Last synced: 08 Aug 2024

https://github.com/mlcommons/GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

biomedical-image-processing classification clinical-workflow data-augmentation deep-learning framework machine-learning medical-image-analysis medical-imaging medical-informatics pytorch regression segmentation

Last synced: 03 Aug 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/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/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/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/jcmgray/autoray

Abstract your array operations.

array dask deep-learning jax lazy machine-learning numpy python pytorch tensor tensorflow

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/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/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/deepvac/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 09 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/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/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/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/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/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/facebookresearch/benchmarl

A collection of MARL benchmarks based on TorchRL

benchmark machine-learning marl multi-agent multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch

Last synced: 06 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/lightning-uq-box/lightning-uq-box

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

bayesian-neural-networks conformal-prediction deep-learning earth-observation predictive-uncertainty pytorch pytorch-lightning uncertainty-quantification

Last synced: 12 Nov 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/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/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/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/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/jefflai108/pytorch-kaldi-neural-speaker-embeddings

A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.

kaldi learnable-dictionary-encoding pytorch speaker-identification speaker-recognition speaker-verification speech-processing

Last synced: 07 Aug 2024

https://github.com/ifsheldon/stannum

Fusing Taichi into PyTorch

pytorch taichi

Last synced: 13 Oct 2024

https://github.com/shawnyuen/gans_paper_collection

cgans deep-learning gans generative-adversarial-network keras medical-image-analysis medical-imaging pytorch tensorflow tensorlayer theano torch

Last synced: 02 Nov 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: 03 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: 03 Aug 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/eurus-holmes/lis-ynp

:crystal_ball: Life is short, you need PyTorch.

examples models pytorch tutorials

Last synced: 12 Nov 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/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/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/moskomule/sam.pytorch

A PyTorch implementation of Sharpness-Aware Minimization for Efficiently Improving Generalization

optimizer pytorch sam

Last synced: 05 Nov 2024

https://github.com/1adrianb/binary-networks-pytorch

Binarize convolutional neural networks using pytorch :fire:

convolutional-neural-networks network-binarization network-quantization pytorch

Last synced: 31 Oct 2024

https://github.com/kamo-naoyuki/pytorch_convolutional_rnn

PyTorch implementation of Convolutional Recurrent Neural Network

cnn crnn deep-learning pytorch rnn

Last synced: 27 Oct 2024

https://github.com/ProGamerGov/neural-dream

PyTorch implementation of DeepDream algorithm

computer-vision deep-dream deepdream googlenet inception neural-dream nin pytorch pytorch-deepdream resnet tiling vgg visualization

Last synced: 03 Aug 2024

https://github.com/fcakyon/video-transformers

Easiest way of fine-tuning HuggingFace video classification models

accelerate classification deep-learning evaluate huggingface layer machine-learning neptune onnx onnxruntime python pytorch pytorch-video tensorboard transformers video video-classification video-transformer vision wandb

Last synced: 31 Oct 2024

https://github.com/nlp-love/model_log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具，可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等，并以曲线图的形式进行展现对比，轻松三步即可实现。

deep-learning log machine-learning metric model pytorch tensorflow