PyTorch | Ecosyste.ms: Awesome

https://github.com/foolwood/SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 28 Oct 2024

https://github.com/foolwood/siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 15 Oct 2024

https://github.com/pytorch/text

Models, data loaders and abstractions for language processing, powered by PyTorch

data-loader dataset deep-learning models nlp pytorch

Last synced: 28 Oct 2024

https://github.com/POSTECH-CVLab/PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 06 Nov 2024

https://github.com/JDAI-CV/fast-reid

SOTA Re-identification Methods and Toolbox

apex baseline computer-vision image-retrieval image-search open-reid person-reid person-reidentification pytorch random-erasing re-identification re-ranking reids sota toolbox

Last synced: 28 Oct 2024

https://github.com/postech-cvlab/pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 14 Oct 2024

https://github.com/jdai-cv/fast-reid

SOTA Re-identification Methods and Toolbox

apex baseline computer-vision image-retrieval image-search open-reid person-reid person-reidentification pytorch random-erasing re-identification re-ranking reids sota toolbox

Last synced: 22 Oct 2024

https://github.com/jonkrohn/ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

calculus computer-science data-science data-structures jupyter-notebook linear-algebra machine-learning mathematics numpy probability python pytorch statistics tensorflow

Last synced: 15 Oct 2024

https://github.com/RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library

collaborative-filtering ctr-prediction deep-learning graph-neural-networks knowledge-graph pytorch recommendation-system recommendations recommender recommender-systems sequential-recommendation

Last synced: 01 Nov 2024

https://github.com/rucaibox/recbole

A unified, comprehensive and efficient recommendation library

collaborative-filtering ctr-prediction deep-learning graph-neural-networks knowledge-graph pytorch recommendation-system recommendations recommender recommender-systems sequential-recommendation

Last synced: 29 Oct 2024

https://github.com/ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

anaconda data-analysis data-science data-visualization deep-learning docker gpu jupyter jupyter-lab jupyter-notebook kubernetes machine-learning neural-networks nlp python pytorch r scikit-learn tensorflow vscode

Last synced: 10 Oct 2024

https://github.com/christianversloot/machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers

Last synced: 13 Oct 2024

https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 14 Oct 2024

https://github.com/rasbt/machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

deep-learning machine-learning neural-networks pytorch scikit-learn

Last synced: 13 Oct 2024

https://github.com/zhaoj9014/face.evolve

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning

Last synced: 15 Oct 2024

https://github.com/ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning

Last synced: 03 Aug 2024

https://github.com/mseitzer/pytorch-fid

Compute FID scores with PyTorch.

deep-learning fid fid-score frechet-distance gan generative-adversarial-network inception-score pytorch

Last synced: 29 Oct 2024

https://github.com/jmschrei/pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

machine-learning probabilistic-graphical-models python pytorch

Last synced: 15 Oct 2024

https://github.com/PINTO0309/PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

caffe computer-vision coreml edgetpu keras mediapipe model model-zoo models onnx openvino pretrained-models pytorch tensorflow tensorflow-lite tensorflowjs tf-trt tfjs tflite tflite-models

Last synced: 25 Oct 2024

https://github.com/pinto0309/pinto_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

caffe computer-vision coreml edgetpu keras mediapipe model model-zoo models onnx openvino pretrained-models pytorch tensorflow tensorflow-lite tensorflowjs tf-trt tfjs tflite tflite-models

Last synced: 09 Oct 2024

https://github.com/microsoft/hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

machine-learning neural-networks pytorch scikit-learn tensor-computation

Last synced: 29 Oct 2024

https://github.com/ayooshkathuria/pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

object-detection pytorch yolo yolov3

Last synced: 15 Oct 2024

https://github.com/junxiaosong/alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

alphago alphago-zero alphazero board-game gobang gomoku mcts monte-carlo-tree-search pytorch reinforcement-learning rl self-learning tensorflow

Last synced: 15 Oct 2024

https://github.com/higgsfield/higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

cluster-management deep-learning distributed llama llama2 llm machine-learning mlops pytorch

Last synced: 09 Nov 2024

https://github.com/higgsfield-ai/higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

cluster-management deep-learning distributed llama llama2 llm machine-learning mlops pytorch

Last synced: 01 Nov 2024

https://github.com/dair-ai/ML-Notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 08 Nov 2024

https://github.com/MLEveryday/practicalAI-cn

AI实战-practicalAI 中文版

deep-learning google-colab-notebook jupyter-notebook machine-learning pytorch

Last synced: 08 Nov 2024

https://github.com/mleveryday/practicalai-cn

AI实战-practicalAI 中文版

deep-learning google-colab-notebook jupyter-notebook machine-learning pytorch

Last synced: 09 Oct 2024

https://github.com/tianzhi0549/fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

anchor-free computer-vision fcos iccv2019 object-detection one-stage pytorch

Last synced: 11 Nov 2024

https://github.com/tianzhi0549/FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

anchor-free computer-vision fcos iccv2019 object-detection one-stage pytorch

Last synced: 26 Oct 2024

https://github.com/catalyst-team/catalyst

Accelerated deep learning R&D

computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation

Last synced: 15 Oct 2024

https://github.com/zhanghang1989/resnest

ResNeSt: Split-Attention Networks

deep-learning detectron-models pytorch resnest resnet split-attention-networks

Last synced: 14 Oct 2024

https://github.com/pytorch/torchchat

Run PyTorch LLMs locally on servers, desktop and mobile

llm local pytorch

Last synced: 07 Oct 2024

https://github.com/dair-ai/ml-notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 15 Oct 2024

https://github.com/zhanghang1989/ResNeSt

ResNeSt: Split-Attention Networks

deep-learning detectron-models pytorch resnest resnet split-attention-networks

Last synced: 03 Aug 2024

https://github.com/open-mmlab/mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer

Last synced: 29 Oct 2024

https://github.com/breezedeus/CnOCR

CnOCR: Awesome Chinese/English OCR Python toolkits based on PyTorch. It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

chinese-character-recognition english-character-recognition ocr ocr-python pytorch

Last synced: 05 Nov 2024

https://github.com/breezedeus/cnocr

CnOCR: Awesome Chinese/English OCR Python toolkits based on PyTorch. It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

chinese-character-recognition english-character-recognition ocr ocr-python pytorch

Last synced: 30 Sep 2024

https://github.com/ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 02 Nov 2024

https://github.com/open-mmlab/mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

beit mae masked-image-modeling moco pytorch self-supervised-learning simclr simsiam unsupervised-learning

Last synced: 14 Oct 2024

https://github.com/shangtongzhang/deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 15 Oct 2024

https://github.com/junxiaosong/AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

alphago alphago-zero alphazero board-game gobang gomoku mcts monte-carlo-tree-search pytorch reinforcement-learning rl self-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/lightly-ai/lightly

A python library for self-supervised learning on images.

computer-vision contrastive-learning contributions-welcome deep-learning embeddings hacktoberfest machine-learning pytorch self-supervised-learning

Last synced: 07 Nov 2024

https://github.com/metavoiceio/metavoice-src

Foundational model for human-like, expressive TTS

ai deep-learning pytorch speech speech-synthesis text-to-speech tts voice-clone zero-shot-tts

Last synced: 15 Oct 2024

https://github.com/clovaai/craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

craft curved-text cvpr2019 detection ocr ocr-detection pytorch text-detection

Last synced: 12 Nov 2024

https://github.com/adambielski/siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

contrastive-loss deep-learning embedding learning-embeddings machine-learning pytorch siamese-network triplet-loss triplet-network

Last synced: 14 Oct 2024

https://github.com/llmware-ai/llmware

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers

Last synced: 15 Oct 2024

https://llmware-ai.github.io/llmware/

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers

Last synced: 24 Sep 2024

https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

detection object-detection object-recognition pytorch pytorch-tutorial single-shot-detection single-shot-multibox-detector ssd tutorial

Last synced: 31 Oct 2024

https://github.com/clovaai/CRAFT-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

craft curved-text cvpr2019 detection ocr ocr-detection pytorch text-detection

Last synced: 03 Nov 2024

https://github.com/sgrvinod/a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

detection object-detection object-recognition pytorch pytorch-tutorial single-shot-detection single-shot-multibox-detector ssd tutorial

Last synced: 14 Oct 2024

https://github.com/kubeflow/kfserving

Standardized Serverless ML Inference Platform on Kubernetes

artificial-intelligence hacktoberfest hacktoberfest2023 istio k8s knative kserve kubeflow kubeflow-pipelines kubernetes machine-learning mlops mlops-community model-interpretability model-serving pytorch service-mesh sklearn tensorflow xgboost

Last synced: 28 Aug 2024

https://github.com/kserve/kserve

Standardized Serverless ML Inference Platform on Kubernetes

artificial-intelligence hacktoberfest hacktoberfest2023 istio k8s knative kserve kubeflow kubeflow-pipelines kubernetes machine-learning mlops mlops-community model-interpretability model-serving pytorch service-mesh sklearn tensorflow xgboost

Last synced: 13 Oct 2024

https://github.com/jettify/pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

accsgd adabelief adabound adamod apollo diffgrad hacktoberfest lamb lookahead novograd optimizer pytorch sgdp shampoo swats yogi

Last synced: 13 Oct 2024

https://github.com/funaudiollm/sensevoice

Multilingual Voice Understanding Model

ai aigc asr audio-event-classification cross-lingual gpt-4o llm multilingual python pytorch speech-emotion-recognition speech-recognition speech-to-text

Last synced: 15 Oct 2024

https://github.com/dbiir/UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta

Last synced: 02 Nov 2024

https://github.com/hyunwoongko/transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

attention dataset pytorch transformer

Last synced: 13 Nov 2024

https://github.com/avinashpaliwal/super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

convolutional-neural-networks deep-learning deep-neural-networks frame-interpolation pytorch pytorch-implmention slomo slow-motion super-slomo video-frame-interpolation

Last synced: 30 Sep 2024

https://github.com/maciejkula/spotlight

Deep recommender models using PyTorch.

deep-learning learning-to-rank machine-learning matrix-factorization python pytorch recommender-system

Last synced: 13 Nov 2024

https://github.com/dbiir/uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta

Last synced: 15 Oct 2024

https://github.com/avinashpaliwal/Super-SloMo

PyTorch implementation of Super SloMo by Jiang et al.

convolutional-neural-networks deep-learning deep-neural-networks frame-interpolation pytorch pytorch-implmention slomo slow-motion super-slomo video-frame-interpolation

Last synced: 04 Aug 2024

https://github.com/yanshengjia/ml-road

Machine Learning Resources, Practice and Research

computer-vision deep-learning machine-learning nlp pytorch speech-recognition tensorflow

Last synced: 07 Aug 2024

https://github.com/docarray/docarray

Represent, send, store and search multimodal data

cross-modal data-structures dataclass deep-learning docarray elasticsearch fastapi machine-learning multi-modal multimodal nearest-neighbor-search nested-data neural-search protobuf pydantic pytorch qdrant semantic-search weaviate

Last synced: 29 Oct 2024

https://github.com/open-mmlab/mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

deep-learning object-detection ppyoloe pytorch rotated-object-detection rtmdet yolo yolov5 yolov6 yolov7 yolov8 yolox

Last synced: 29 Oct 2024

https://github.com/DSKSD/DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

cs-224n deep-learning deep-nlp-models natural-language-processing neural-network nlp pytorch rnn stanford-univ

Last synced: 25 Oct 2024

https://github.com/dsksd/deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

cs-224n deep-learning deep-nlp-models natural-language-processing neural-network nlp pytorch rnn stanford-univ

Last synced: 15 Oct 2024

https://github.com/GokuMohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 30 Oct 2024

https://github.com/l1aoxingyu/pytorch-beginner

pytorch tutorial for beginners

pytorch pytorch-tutorial

Last synced: 14 Oct 2024

https://github.com/enhuiz/vall-e

An unofficial PyTorch implementation of the audio LM VALL-E

audio-lm pytorch text-to-speech tts vall-e valle

Last synced: 15 Oct 2024

https://github.com/open-mmlab/mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

action-recognition deep-learning graph-convolutional-network pytorch skeleton-based-action-recognition

Last synced: 11 Nov 2024

https://github.com/gokumohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 15 Oct 2024

https://github.com/intellabs/nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers

Last synced: 26 Sep 2024

https://github.com/IntelLabs/nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers

Last synced: 30 Oct 2024

https://github.com/NervanaSystems/nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers

Last synced: 18 Aug 2024

https://github.com/osmr/imgclsmob

Sandbox for training deep learning networks

3d-face-reconstruction chainer cifar classification deep-learning gluon human-pose-estimation image-classification imagenet keras machine-learning mxnet neural-network pretrained-models pytorch segmentation semantic-segmentation tensorflow tensorflow2

Last synced: 13 Oct 2024

https://github.com/cszn/KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 26 Oct 2024

https://github.com/cszn/kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 15 Oct 2024

https://github.com/Diego999/pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

attention-mechanism graph-attention-networks neural-networks python pytorch self-attention

Last synced: 28 Oct 2024

https://github.com/jfzhang95/pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

deeplab-v3-plus drn mobilenetv2 pytorch resnet xception

Last synced: 15 Oct 2024

https://github.com/diego999/pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

attention-mechanism graph-attention-networks neural-networks python pytorch self-attention

Last synced: 15 Oct 2024

https://github.com/mkocabas/VIBE

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

3d-human-pose 3d-pose-estimation cvpr cvpr-2020 cvpr20 cvpr2020 human-pose-estimation pytorch smpl video-pose-estimation

Last synced: 11 Nov 2024

https://github.com/cleardusk/3ddfa_v2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

3d 3d-face 3d-face-alignment 3d-landmarks 3dmm alignment computer-vision eccv eccv-2020 face-alignment onnx pytorch single-image-reconstruction

Last synced: 15 Oct 2024

https://github.com/yuanzhoulvpi2017/zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

bert bloom chatglm-6b clip dolly falcon gpt gpt-neox gpt2 huggingface-transformers llama2 nlp pipeline pytorch text-generation transformers

Last synced: 10 Oct 2024

https://github.com/determined-ai/determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow