PyTorch | Ecosyste.ms: Awesome

https://github.com/microsoft/cliffordlayers

Last synced: 17 Feb 2025

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: 25 Nov 2024

https://github.com/tommyip/mamba2-minimal

Minimal Mamba-2 implementation in PyTorch

llm machine-learning mamba pytorch ssm

Last synced: 22 Dec 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: 15 Feb 2025

https://github.com/cahya-wirawan/indonesian-language-models

Indonesian Language Models and its Usage

deep-learning fastai huggingface-transformers language-model machine-learning nlp pytorch transformer

Last synced: 12 Feb 2025

https://github.com/dmmiller612/lecture-summarizer

Lecture summarization with BERT

bert bert-model extractive-summarization flask pytorch summarization

Last synced: 27 Oct 2024

https://github.com/zjunlp/molgen

[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback

generation huggingface iclr2024 language-model molecular-generation molecular-optimization molecule molgen multitask pre-trained-language-models pre-trained-model pre-training pytorch selfies targeted-molecular-generation

Last synced: 13 Feb 2025

https://github.com/scaleoutsystems/fedn

FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 15 Feb 2025

https://github.com/szq0214/Un-Mix

Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.

image-mixture pytorch self-supervised-learning smooth-decision-boundaries unsupervised-learning

Last synced: 13 Nov 2024

https://github.com/vintasoftware/entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

approximate-nearest-neighbors data-matching deduplication deep-learning embeddings entity-matching entity-resolution python pytorch record-linkage representation-learning

Last synced: 17 Feb 2025

https://github.com/dalinvip/pytorch_word2vec

Use pytorch to implement word2vec

pytorch word2vec

Last synced: 29 Nov 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: 28 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/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: 15 Nov 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: 16 Nov 2024

https://github.com/kashif/firedup

Clone of OpenAI's Spinning Up in PyTorch

deep-learning pytorch reinforcement-learning spinningup

Last synced: 24 Nov 2024

https://github.com/amanteur/BandSplitRNN-PyTorch

Unofficial PyTorch implementation of Music Source Separation with Band-split RNN

music-information-retrieval pytorch source-separation

Last synced: 22 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: 09 Feb 2025

https://github.com/ucbrise/flor

🌻 FlorFlow: Flor, now with Dataflow

airflow build dag deep-learning flor hindsight logger logging machine-learning ml pytorch tensorboard vldb

Last synced: 17 Feb 2025

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/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: 29 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/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/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/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: 14 Feb 2025

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: 20 Nov 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/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: 16 Feb 2025

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: 15 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/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: 09 Feb 2025

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

Turning SymPy expressions into PyTorch modules.

pytorch sympy

Last synced: 19 Feb 2025

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: 02 Jan 2025

https://github.com/astro-informatics/s2fft

Differentiable and accelerated spherical transforms with JAX

differentiable-programming fourier-transform jax pytorch recursion-algorithm spherical-harmonics wigner-d-matrix wigner-transform

Last synced: 18 Feb 2025

https://scaleoutsystems.github.io/fedn/

FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 17 Nov 2024

https://github.com/bat67/deep-learning-with-pytorch-a-60-minute-blitz-cn

PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）

deep-learning learning-pytorch numpy python pytorch pytorch-tutorial pytorch-tutorials translation

Last synced: 20 Nov 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: 16 Feb 2025

https://github.com/l1aoxingyu/deploy-pytorch-model

pytorch pytorch-demo

Last synced: 07 Nov 2024

https://github.com/zhikangniu/encodec-pytorch

unofficial implementation of the High Fidelity Neural Audio Compression

audio-compression audio-processing encodec pytorch

Last synced: 17 Feb 2025

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/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: 20 Dec 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/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: 28 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: 15 Feb 2025

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/svip-lab/indoor-sfmlearner

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

depth-estimation eccv2020 extract-superpixel indoor nyuv2 pose-estimation pytorch scannet self-supervised unsupervised-learning

Last synced: 18 Nov 2024

https://github.com/BobMcDear/attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

cuda deep-learning machine-learning openai openai-triton pytorch triton

Last synced: 21 Dec 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/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: 28 Nov 2024

https://github.com/bobmcdear/attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

cuda deep-learning machine-learning openai openai-triton pytorch triton

Last synced: 20 Dec 2024

https://github.com/ifsheldon/stannum

Fusing Taichi into PyTorch

pytorch taichi

Last synced: 14 Feb 2025

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/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/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/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/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/fuzailpalnak/building-footprint-segmentation

Building footprint segmentation from satellite and aerial imagery

building-footprint-segmentation building-footprints deep-learning gis pytorch satellite-imagery satellite-imagery-segmentation semantic-segmentation

Last synced: 13 Feb 2025

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: 27 Nov 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/biomedsciai/fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

ai cmmd collaboration ct deep-learning fuse fuse-med-ml fusemedml hacktoberfest healthcare isic knight-challenge machine-learning medical medical-imaging multimodality python pytorch stoic vision

Last synced: 17 Feb 2025

https://github.com/mk2112/nn-zero-to-hero-notes

Jupyter Notebook notes on Andrej Karpathy's tutorial series, "Neural Networks: Zero to Hero."

deep-learning gpt neural-networks nlp nn-zero-to-hero pytorch

Last synced: 19 Feb 2025

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/eto-ai/rikai

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

deep-learning machine-learning pytorch spark tensorflow

Last synced: 13 Feb 2025

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: 18 Feb 2025

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/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/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/csteinmetz1/ronn

Randomized overdrive neural networks

audio juce overdrive plugin pytorch

Last synced: 28 Jan 2025

https://github.com/archinetai/audio-data-pytorch

A collection of useful audio datasets and transforms for PyTorch.

artifical-intelligense audio-generation datasets deep-learning pytorch

Last synced: 06 Feb 2025

https://github.com/eugeneyan/recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

graph matrix-factorization nlp pytorch recommender-system

Last synced: 05 Jan 2025

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: 23 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/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: 24 Nov 2024

https://github.com/um-arm-lab/pytorch_volumetric

Volumetric structures such as voxels and SDFs implemented in pytorch

chamfer-distance kinematics pytorch robot sdf signed-distance-field signed-distance-functions voxel voxel-grid voxels

Last synced: 19 Feb 2025

https://github.com/khrylx/rfc

[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.

character-animation deepmimic humanoid-control imitation imitation-learning motion-synthesis neurips-2020 pytorch reinforcement-learning residual-force-control

Last synced: 21 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: 15 Nov 2024

https://github.com/sign-language-translator/sign-language-translator

Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligence.

artificial-intelligence attention-mechanism computer-vision deep-learning encoder-decoder language-models machine-learning motion-transfer nlp pose-estimation python pytorch rule-based-nlp sign-language sign-language-recognition sign-language-translation sign-to-text text-to-sign transformers translation