PyTorch | Ecosyste.ms: Awesome

https://github.com/sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

classification data-augmentation deep-learning pytorch remote-sensing satellite satellite-imagery semantic-segmentation torchvision

Last synced: 06 Nov 2024

https://github.com/vadimkantorov/caffemodel2pytorch

Convert Caffe models to PyTorch

caffe converter pytorch

Last synced: 28 Jan 2025

https://github.com/tony-y/pytorch_warmup

Learning Rate Warmup in PyTorch

adam deep-learning learning-rate-scheduling pytorch warmup

Last synced: 27 Jan 2025

https://github.com/Microsoft/AzureML-BERT

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

azure-machine-learning azureml-bert bert bert-model finetuning language-model nlp pretrained-models pretraining pytorch tuning

Last synced: 02 Nov 2024

https://github.com/GunhoChoi/Kind-PyTorch-Tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 14 Nov 2024

https://github.com/openmoss/collie

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 26 Jan 2025

https://github.com/wuzhihao7788/yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

object-detection ppyolo pytorch yolo yolov3 yolov4 yolov5 yolov5-yolov3

Last synced: 09 Nov 2024

https://github.com/dana-farber-aios/pathml

Tools for computational pathology

biomedical-image-processing computational-pathology deep-learning digital-pathology fluorescence-microscopy-imaging histopathology image-analysis machine-learning microscopy pathml pathology python pytorch research spatial-transcriptomics

Last synced: 29 Jan 2025

https://github.com/OpenMOSS/CoLLiE

Collaborative Training of Large Language Models in an Efficient Way

deep-learning deepspeed nlp pytorch

Last synced: 16 Nov 2024

https://github.com/gunhochoi/kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

deep-learning python pytorch pytorch-tutorial

Last synced: 29 Jan 2025

https://github.com/Dana-Farber-AIOS/pathml

Tools for computational pathology

biomedical-image-processing computational-pathology deep-learning digital-pathology fluorescence-microscopy-imaging histopathology image-analysis machine-learning microscopy pathml pathology python pytorch research spatial-transcriptomics

Last synced: 13 Nov 2024

https://github.com/marwandebbiche/post-tuto-deployment

Build and deploy a machine learning app from scratch 🚀

api aws character-level-cnn deployment docker machine-learning pytorch scraping scrapy selenium

Last synced: 26 Jan 2025

https://github.com/choyingw/synergynet

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

2d-3d 3d 3d-face-alignment 3d-face-reconstruction 3dv2021 3dvision computer-graphics computer-vision deep-neural-networks facial-keypoints facial-landmarks head-pose-estimation pytorch

Last synced: 27 Jan 2025

https://github.com/feifeibear/long-context-attention

USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference

attention-is-all-you-need deepspeed-ulysses llm-inference llm-training pytorch ring-attention

Last synced: 25 Jan 2025

https://github.com/iffix/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

a3c-pytorch ddpg deep-learning distributed dqn ppo prioritized-experience-replay python pytorch pytorch-lightning pytorch-reinforcement-learning reinforcement-learning sac td3

Last synced: 25 Jan 2025

https://github.com/NVIDIA/torch-harmonics

Differentiable signal processing on the sphere for PyTorch

machine-learning pytorch signal-processing sphere

Last synced: 13 Dec 2024

https://github.com/nvidia/torch-harmonics

Differentiable signal processing on the sphere for PyTorch

machine-learning pytorch signal-processing sphere

Last synced: 24 Jan 2025

https://github.com/layumi/seg-uncertainty

IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

cityscapes domain-adaptation domainadaptation gta5 ijcai ijcai2020 ijcv mrnet pytorch pytorch-implementation robotcar self-driving-car semantic-segmentation synthia transfer-learning

Last synced: 28 Jan 2025

https://github.com/SymbioticLab/FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 12 Nov 2024

https://github.com/kyegomez/multimodalmamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 25 Jan 2025

https://github.com/kyegomez/MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 30 Oct 2024

https://github.com/emidan19/deep-tempest

Restoration for TEMPEST images using deep-learning

deep-learning gnu-radio image-restoration pytorch sdr tempest

Last synced: 28 Nov 2024

https://github.com/gordicaleksa/pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

deep-learning deep-learning-tutorial machine-learning neural-style-transfer neural-style-transfer-pytorch neural-style-transfer-tutorial non-photorealistic-rendering python pytorch style-transfer

Last synced: 29 Jan 2025

https://github.com/vlomme/Multi-Tacotron-Voice-Cloning

Phoneme multilingual(Russian-English) voice cloning based on

deep-learning g2p pytorch russian tacotron tensorflow tts voice-cloning wavernn

Last synced: 27 Nov 2024

https://github.com/owen-liuyuxuan/visualdet3d

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 28 Jan 2025

https://github.com/harritaylor/torchvggish

Pytorch port of Google Research's VGGish model used for extracting audio features.

audio-embedding audioset pytorch vggish

Last synced: 26 Jan 2025

https://github.com/intelligent-machine-learning/glake

GLake: optimizing GPU memory management and IO transmission.

deepspeed gpu llm memory onnx pytorch

Last synced: 24 Nov 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 26 Jan 2025

https://github.com/he-y/soft-filter-pruning

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

model-compression pruning pytorch

Last synced: 29 Jan 2025

https://github.com/filapro/oneformer3d

[CVPR2024] OneFormer3D: One Transformer for Unified Point Cloud Segmentation

3d-instance-segmentation 3d-object-detection 3d-panoptic-segmentation 3d-semantic-segmentation mmdetection3d pytorch s3dis scannet scannet200

Last synced: 28 Jan 2025

https://github.com/JohnGiorgi/DeCLUTR

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

allennlp contrastive-learning metric-learning natural-language-processing pytorch representation-learning self-supervised-learning semantic-search semantic-text-similarity sentence-embeddings sentence-similarity transformers

Last synced: 01 Nov 2024

https://github.com/ternaus/retinaface

The remake of the https://github.com/biubug6/Pytorch_Retinaface

deeplearning face-detection object-detection pytorch retinaface

Last synced: 29 Jan 2025

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 16 Nov 2024

https://github.com/Auto1111SDK/Auto1111SDK

An SDK/Python library for Automatic 1111 to run state-of-the-art diffusion models

ai ai-art api automatic1111 deep-learning diffusers diffusion image-generation image-to-image img2img python pytorch stable-diffusion stable-diffusion-webui text-to-image torch txt2img unstable upscaling web

Last synced: 12 Oct 2024

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 29 Jan 2025

https://github.com/microsoft/ptgnn

A PyTorch Graph Neural Network Library

deep-learning geometric-deep-learning gnn graph-neural-networks pytorch

Last synced: 25 Jan 2025

https://github.com/nupurkmr9/vision-aided-gan

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

computer-graphics computer-vision gans generative-adversarial-network image-generation pretrained-models pytorch

Last synced: 15 Nov 2024

https://github.com/msamogh/nonechucks

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

data-cleaning data-pipeline data-preprocessing data-processing machine-learning preprocessing pytorch torch

Last synced: 14 Nov 2024

https://github.com/osai-ai/tensor-stream

A library for real-time video stream decoding to CUDA memory

c-plus-plus cuda python pytorch video video-processing

Last synced: 14 Nov 2024

https://github.com/davidtvs/PyTorch-ENet

PyTorch implementation of ENet

camvid cityscape enet pytorch

Last synced: 04 Nov 2024

https://github.com/SmallMunich/nutonomy_pointpillars

Convert pointpillars Pytorch Model To ONNX for TensorRT Inference

nutonomy onnx pointpillars pytorch tensorrt

Last synced: 28 Oct 2024

https://github.com/zuoxingdong/lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

artificial-intelligence cem cmaes ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning evolution-strategies machine-learning mujoco policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning research sac soft-actor-critic td3

Last synced: 14 Nov 2024

https://github.com/texttron/tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

dense-retrieval dpr flax information-retrieval jax pytorch question-answering transformer

Last synced: 11 Nov 2024

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 12 Nov 2024

https://github.com/serverlessllm/serverlessllm

Serverless LLM Serving for Everyone.

cuda huggingface-transformers large-language-models model-as-a-service model-serving pytorch serverless-inference

Last synced: 29 Jan 2025

https://github.com/chineseocr/trocr-chinese

transformers ocr for chinese

chinese-ocr pytorch seq2seq

Last synced: 28 Jan 2025

https://github.com/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 15 Nov 2024

https://github.com/shobrook/sequitur

Library of autoencoders for sequential data

autoencoder autoencoder-model lstm pytorch sequence time-series

Last synced: 25 Jan 2025

https://github.com/gordicaleksa/pytorch-deepdream

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

deep-dream-tutorial deep-learning deep-learning-tutorial deepdream machine-learning python pytorch

Last synced: 27 Jan 2025

https://github.com/OutofAi/2D-Gaussian-Splatting

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

2d-gaussian-splatting gaussian-kernel gaussian-splatting jupyter-notebook python pytorch pytorch-implementation

Last synced: 04 Nov 2024

https://github.com/pointcept/pointtransformerv2

[NeurIPS'22] An official PyTorch implementation of PTv2.

3d-vision point-cloud pytorch

Last synced: 29 Jan 2025

https://github.com/pmixer/sasrec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

pytorch recommender-system sasrec sequential-models

Last synced: 27 Jan 2025

https://github.com/vietnh1009/Yolo-v2-pytorch

YOLO for object detection tasks

cnn computer-vision deep-learning deep-neural-networks deeplearning object-detection pytorch yolo yolov2 you-only-look-once

Last synced: 01 Nov 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 29 Jan 2025

https://github.com/felixgwu/img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

cifar computer-vision deep-learning pytorch

Last synced: 24 Jan 2025

https://github.com/taokong/foveabox

FoveaBox: Beyond Anchor-based Object Detector

anchor-free coco detection foveabox object-detection pytorch

Last synced: 26 Jan 2025

https://github.com/jungjee/rawnet

Official repository for RawNet, RawNet2, and RawNet3

extracted-speaker-embeddings pytorch rawnet speaker-embeddings speaker-verification spk-embd voxceleb2

Last synced: 28 Jan 2025

https://github.com/cgnorthcutt/benchmarking-keras-pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

benchmarking cnn cnn-classification cnn-keras deep-learning imagenet keras keras-tutorials pytorch pytorch-tutorial

Last synced: 30 Jan 2025

https://github.com/cezannec/capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

capsule-network pytorch pytorch-tutorial

Last synced: 12 Nov 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 15 Nov 2024

https://github.com/wuyifan18/DeepLog

Pytorch Implementation of DeepLog.

anomaly-detection deeplearning pytorch sequence-prediction

Last synced: 05 Nov 2024

https://github.com/ReshotAI/gaussian-painters

Gaussian Painters using 3D Gaussian Splatting

3d ai art gaussian-splatting machine-learning nerf painting python pytorch

Last synced: 04 Nov 2024

https://github.com/kach/gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper

deep-learning differentiable-programming machine-learning neurips neurips-2022 pytorch

Last synced: 26 Jan 2025

https://github.com/mratsim/amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 30 Jan 2025

https://github.com/benedekrozemberczki/appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research

Last synced: 29 Jan 2025

https://github.com/yifanzhang713/IA-SSD

Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds (CVPR 2022, Oral)

3d-object-detection autonomous-driving ia-ssd object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/ibm/aihwkit

IBM Analog Hardware Acceleration Kit

ai analog-devices cuda neural-networks pytorch

Last synced: 27 Jan 2025

https://github.com/svip-lab/planarreconstruction

[CVPR'19] Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding

computer-vision cvpr2019 deep-learning pytorch

Last synced: 27 Jan 2025

https://github.com/Haiyang-W/DSVT

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

3d-object-detection backbone cvpr2023 point-cloud pytorch transformer

Last synced: 28 Oct 2024

https://github.com/sgrvinod/a-pytorch-tutorial-to-sequence-labeling

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

co-training conditional-random-fields crf entity-extraction entity-recognition language-model nlp pos-tagger pos-tagging pytorch pytorch-tutorial sequence-labeling sequence-tagger

Last synced: 29 Jan 2025

https://github.com/Atcold/pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 27 Nov 2024

https://github.com/francescosaveriozuppichini/pytorch-how-and-when-to-use-module-sequential-modulelist-and-moduledict

Code for my medium article

artificial-intelligence deep-learning machine-learning neural-network pytorch

Last synced: 29 Jan 2025

https://github.com/stepankonev/waymo-motion-prediction-challenge-2022-multipath-plus-plus

Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++

autonomous-driving autonomous-vehicles cvpr2022 motion-prediction multipath pytorch sdc self-driving-car trajectory-prediction waymo-open-dataset workshop-autonomous-driving

Last synced: 28 Oct 2024

https://github.com/huangzh13/StyleGAN.pytorch

A PyTorch implementation for StyleGAN with full features.

cv cvpr cvpr19 cvpr2019 deep-learning gan gan-pytorch generative-adversarial-network pytorch pytorch-implementation pytorch-implmention stylegan

Last synced: 17 Jan 2025

https://github.com/atcold/pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 29 Jan 2025

https://github.com/vanderschaarlab/synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

data-augmentation fairness-ml generative-model machine-learning privacy pytorch synthetic-data tabular-data

Last synced: 29 Jan 2025

https://github.com/itailang/SampleNet

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

cvpr2020 deep-learning geometry-processing neural-network point-cloud pytorch sampling tensorlow

Last synced: 28 Oct 2024

https://github.com/dptech-corp/Uni-Fold

An open-source platform for developing protein models beyond AlphaFold.

alphafold alphafold-multimer deep-learning protein-structure pytorch

Last synced: 12 Nov 2024

https://github.com/aitorzip/pytorch-srgan

A modern PyTorch implementation of SRGAN

cnn computer-vision convolutional-neural-networks deep-learning gan generative-adversarial-network pytorch pytorch-gan srgan super-resolution

Last synced: 30 Jan 2025

https://github.com/hysts/pytorch_mpiigaze

An unofficial PyTorch implementation of MPIIGaze and MPIIFaceGaze

computer-vision gaze gaze-estimation pytorch

Last synced: 27 Jan 2025

https://github.com/lucidrains/axial-attention

Implementation of Axial attention - attending to multi-dimensional data efficiently

artificial-intelligence attention-mechanism deep-learning pytorch

Last synced: 25 Jan 2025

https://github.com/Owen-Liuyuxuan/visualDet3D

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection