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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/nvlabs/tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

cuda deep-learning gpu mlp nerf neural-network pytorch real-time rendering

Last synced: 15 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: 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/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/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/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: 09 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/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-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/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/dair-ai/ML-Notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 08 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: 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/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/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/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/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/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/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/hyunwoongko/transformer

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

attention dataset pytorch transformer

Last synced: 13 Nov 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/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: 15 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/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/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/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/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/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/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/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/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

Last synced: 29 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: 15 Oct 2024

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 04 Nov 2024

https://github.com/ajbrock/biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 14 Oct 2024

https://github.com/seungeunrho/minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 15 Oct 2024

https://github.com/libffcv/ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

data-science machine-learning pytorch

Last synced: 29 Oct 2024

https://github.com/L1aoXingyu/code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

pytorch pytorch-tutorial pytorch-tutorials-cn

Last synced: 14 Nov 2024

https://github.com/roytseng-tw/Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detection detectron mask-rcnn pose-estimation pytorch segmentation

Last synced: 07 Aug 2024

https://github.com/ZQPei/deep_sort_pytorch

MOT using deepsort and yolov3 with pytorch

cnn-model deep-sort deepsort mot mot-tracking pytorch sort yolo3 yolov3

Last synced: 28 Oct 2024

https://github.com/zqpei/deep_sort_pytorch

MOT using deepsort and yolov3 with pytorch

cnn-model deep-sort deepsort mot mot-tracking pytorch sort yolo3 yolov3

Last synced: 15 Oct 2024