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.

• GitHub: https://github.com/topics/pytorch
• Wikipedia: https://en.wikipedia.org/wiki/PyTorch
• Repo: https://github.com/pytorch/pytorch
• Created by: Facebook's AI Research lab (FAIR)
• Released: September 2016
• Related Topics: python, pytorch-tutorial,
• Last updated: 2024-11-15 00:24:09 UTC
• JSON Representation

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

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch

Last synced: 28 Oct 2024

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

OpenMMLab Text Detection, Recognition and Understanding Toolbox

abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition

Last synced: 18 Nov 2024

https://github.com/thunlp/OpenPrompt

An Open-Source Framework for Prompt-Learning.

ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer

Last synced: 30 Oct 2024

https://github.com/laurentmazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 18 Nov 2024

https://github.com/Fanghua-Yu/SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 30 Oct 2024

https://github.com/IntelLabs/distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 27 Oct 2024

https://github.com/intellabs/distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 25 Sep 2024

https://nervanasystems.github.io/distiller/

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 04 Aug 2024

https://intellabs.github.io/distiller/

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd

Last synced: 13 Nov 2024

https://github.com/snakers4/silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

onnx onnx-runtime onnxruntime pytorch speech speech-processing vad voice-activity-detection voice-commands voice-control voice-detection voice-recognition

Last synced: 13 Nov 2024

https://github.com/ahkarami/Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial

Last synced: 26 Oct 2024

https://github.com/ahkarami/deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

angularjs c-plus-plus caffe2 convert-pytorch-models deep-learning deep-neural-networks flask keras model-serving mxnet production python pytorch react rest-api serving serving-pytorch-models tensorflow-models tesnorflow tutorial

Last synced: 10 Oct 2024

https://github.com/AutoGPTQ/AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 25 Oct 2024

https://github.com/autogptq/autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 18 Nov 2024

https://github.com/timesler/facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

face-detection face-identification face-recognition face-tracking facial-recognition inception-resnet mtcnn pretrained-models pytorch resnet

Last synced: 18 Nov 2024

https://github.com/tencent/tnn

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 09 Oct 2024

https://github.com/Tencent/TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

coreml deep-learning face-detection hairsegmentaion inference mnn ncnn ocr openvino pytorch tengine tensorflow tensorrt

Last synced: 27 Oct 2024

https://github.com/LaurentMazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 27 Oct 2024

https://github.com/kaiyangzhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking

Last synced: 09 Oct 2024

https://github.com/NVIDIAGameWorks/kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

3d-deep-learning artificial-intelligence camera-api cuda differentiable-lighting differentiable-rendering neural-networks pytorch rasterization

Last synced: 28 Oct 2024

https://github.com/fanghua-yu/supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 15 Oct 2024

https://github.com/awslabs/gluon-ts

Probabilistic time series modeling in Python

artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch

Last synced: 05 Aug 2024

https://github.com/dsgiitr/d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

book computer-vision d2l data-science deep-learning dive-into-deep-learning mxnet nlp pytorch pytorch-implmention

Last synced: 14 Oct 2024

https://github.com/open-mmlab/mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

action-recognition ava benchmark deep-learning i3d non-local openmmlab posec3d pytorch slowfast spatial-temporal-action-detection temporal-action-localization tsm tsn uniformerv2 video-classification video-understanding x3d

Last synced: 18 Nov 2024

https://github.com/weiaicunzai/pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

cifar100 deep-learning densenet googlenet image-classification inception-resnet-v2 inceptionv3 inceptionv4 mobilenet nasnet pytorch resnet resnext shufflenet squeezenet wideresnet xception

Last synced: 14 Oct 2024

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving

Last synced: 18 Nov 2024

https://github.com/bentrevett/pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings

Last synced: 14 Nov 2024

https://github.com/thunlp/openprompt

An Open-Source Framework for Prompt-Learning.

ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer

Last synced: 18 Nov 2024

https://github.com/PipelineAI/pipeline

PipelineAI

airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx

Last synced: 30 Oct 2024

https://github.com/pipelineai/pipeline

PipelineAI

airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx

Last synced: 10 Oct 2024

https://github.com/fluxcapacitor/pipeline

PipelineAI

airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx

Last synced: 06 Sep 2024

https://github.com/KaiyangZhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking

Last synced: 07 Aug 2024

https://github.com/apachecn/pytorch-doc-zh

Pytorch 中文文档

deep-learning documentation python pytorch

Last synced: 29 Oct 2024

https://github.com/ashleve/lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

best-practices config deep-learning hydra mlops project-structure pytorch pytorch-lightning reproducibility template

Last synced: 15 Oct 2024

https://github.com/layumi/Person_reID_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

awesome-reid baseline circle-loss cuhk-np image-retrieval image-search market-1501 metric-learning msmt17 object-reid open-reid person-reid person-reidentification pytorch random-erasing re-ranking tutorial vehicle-reid

Last synced: 18 Nov 2024

https://github.com/nianticlabs/monodepth2

[ICCV 2019] Monocular depth estimation from a single image

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision

Last synced: 15 Oct 2024

https://github.com/layumi/person_reid_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

awesome-reid baseline circle-loss cuhk-np image-retrieval image-search market-1501 metric-learning msmt17 object-reid open-reid person-reid person-reidentification pytorch random-erasing re-ranking tutorial vehicle-reid

Last synced: 14 Nov 2024

https://github.com/wenet-e2e/wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

asr automatic-speech-recognition conformer e2e-models production-ready pytorch speech-recognition transformer whisper

Last synced: 18 Nov 2024

https://github.com/deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow

Last synced: 29 Oct 2024

https://github.com/huawei-noah/Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

convolutional-neural-networks efficient-inference ghostnet imagenet model-compression pretrained-models pytorch tensorflow transformer vision-transformer

Last synced: 28 Oct 2024

https://github.com/zenml-io/zenml

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

ai automl data-science deep-learning devops-tools hacktoberfest llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml

Last synced: 18 Nov 2024

https://github.com/mosaicml/llm-foundry

LLM training code for Databricks foundation models

deep-learning llm neural-networks nlp pytorch

Last synced: 18 Nov 2024

https://github.com/IDEA-CCNL/Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

aigc chinese-nlp distributed-training multimodal pretrained-models pytorch transformers

Last synced: 30 Oct 2024

https://github.com/huawei-noah/efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

convolutional-neural-networks efficient-inference ghostnet imagenet model-compression pretrained-models pytorch tensorflow transformer vision-transformer

Last synced: 14 Oct 2024

https://github.com/pqpo/SmartCropper

🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框，手动调节选区，使用透视变换裁剪并矫正选区；适用于身份证，名片，文档等照片的裁剪。

detection hed-net image image-cropper opencv pytorch smartcropper tensorflow

Last synced: 12 Nov 2024

https://github.com/idea-ccnl/fengshenbang-lm

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

aigc chinese-nlp distributed-training multimodal pretrained-models pytorch transformers

Last synced: 14 Oct 2024

https://github.com/sksq96/pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

deep-learning keras pytorch summary

Last synced: 13 Oct 2024

https://github.com/pqpo/smartcropper

🔥 A library for cropping image in a smart way that can identify the border and correct the cropped image. 智能图片裁剪框架。自动识别边框，手动调节选区，使用透视变换裁剪并矫正选区；适用于身份证，名片，文档等照片的裁剪。

detection hed-net image image-cropper opencv pytorch smartcropper tensorflow

Last synced: 14 Oct 2024

https://github.com/CVHub520/X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

clip deep-learning deeplearning labeling-tool llm onnx paddle pytorch resnet sam yolo

Last synced: 28 Oct 2024

https://github.com/CLUEbenchmark/CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers

Last synced: 31 Oct 2024

https://github.com/cluebenchmark/clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

albert benchmark bert chinese chineseglue corpus dataset glue language-model nlu pretrained-models pytorch roberta tensorflow transformers

Last synced: 15 Oct 2024

https://github.com/chenyuntc/simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

cupy faster-rcnn object-detection pythonic pytorch visdom voc

Last synced: 15 Oct 2024

https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 12 Nov 2024

https://github.com/brightmart/albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

albert bert chinese-corpus pre-trained pre-trained-model pytorch roberta tensorflow xlnet

Last synced: 16 Nov 2024

https://github.com/cvhub520/x-anylabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

clip deep-learning deeplearning labeling-tool llm onnx paddle pytorch resnet sam yolo

Last synced: 15 Oct 2024

https://github.com/quark0/darts

Differentiable architecture search for convolutional and recurrent networks

automl convolutional-networks deep-learning image-classification language-modeling neural-architecture-search pytorch recurrent-networks

Last synced: 14 Oct 2024

https://github.com/sweetice/deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c actor-critic actor-critic-algorithm algorithm alphago deep-learning deep-reinforcement-learning dqn policy-gradient ppo pytorch reinforce resnet sac sarsa td3 trpo

Last synced: 15 Oct 2024

https://github.com/collabora/WhisperSpeech

An Open Source text-to-speech system built by inverting Whisper.

pytorch speech-synthesis tts

Last synced: 28 Oct 2024

https://github.com/collabora/whisperspeech

An Open Source text-to-speech system built by inverting Whisper.

pytorch speech-synthesis tts

Last synced: 29 Oct 2024

https://github.com/hunkim/pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

basic deeplearning python pytorch tutorial

Last synced: 15 Oct 2024

https://github.com/sktime/pytorch-forecasting

Time series forecasting with PyTorch

ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 09 Oct 2024

https://github.com/mindee/doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

deep-learning document-recognition ocr optical-character-recognition pytorch tensorflow2 text-detection text-detection-recognition text-recognition

Last synced: 18 Nov 2024

https://github.com/hunkim/PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

basic deeplearning python pytorch tutorial

Last synced: 04 Nov 2024

https://github.com/ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

artificial-intelligence autoregression deep-learning fbprophet forecast forecasting forecasting-algorithm forecasting-model machine-learning neural neural-network neuralprophet prediction prophet python pytorch seasonality time-series timeseries trend

Last synced: 18 Nov 2024

https://github.com/suragnair/alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

alpha-zero alphago alphago-zero alphazero deep-learning gobang gomoku keras mcts monte-carlo-tree-search neural-network othello pytorch reinforcement-learning self-play tensorflow tf

Last synced: 13 Oct 2024

https://github.com/daquexian/onnx-simplifier

Simplify your onnx model

deep-learning onnx pytorch

Last synced: 18 Nov 2024

https://github.com/cs230-stanford/cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

computer-vision natural-language-processing pytorch tensorflow

Last synced: 15 Oct 2024

https://github.com/simoninithomas/deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity

Last synced: 09 Oct 2024

https://github.com/tinyvision/DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

damo-yolo deep-learning imagenet nas object-detection onnx pytorch tensorrt yolo yolov5

Last synced: 28 Oct 2024

https://github.com/tinyvision/damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

damo-yolo deep-learning imagenet nas object-detection onnx pytorch tensorrt yolo yolov5

Last synced: 14 Oct 2024

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 09 Nov 2024

https://github.com/tarrysingh/artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 10 Oct 2024

https://github.com/AI4Finance-Foundation/ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 03 Nov 2024

https://github.com/lucidrains/stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

artificial-intelligence generative-adversarial-network generative-model machine-learning pytorch

Last synced: 18 Nov 2024

https://github.com/simoninithomas/Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity

Last synced: 07 Aug 2024

https://github.com/ai4finance-foundation/elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3

Last synced: 15 Oct 2024

https://github.com/mlfoundations/open_flamingo

An open-source framework for training large multimodal models.

computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch

Last synced: 15 Oct 2024

https://github.com/richzhang/PerceptualSimilarity

LPIPS metric. pip install lpips

deep-learning deep-neural-networks perceptual perceptual-losses perceptual-metric perceptual-similarity pytorch

Last synced: 14 Nov 2024

https://github.com/hiyouga/chatglm-efficient-tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers

Last synced: 26 Sep 2024

https://github.com/richzhang/perceptualsimilarity

LPIPS metric. pip install lpips

deep-learning deep-neural-networks perceptual perceptual-losses perceptual-metric perceptual-similarity pytorch

Last synced: 18 Nov 2024

https://github.com/hiyouga/ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers

Last synced: 31 Oct 2024

https://github.com/bytedance/byteps

A high performance and generic framework for distributed DNN training

deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow

Last synced: 13 Oct 2024

https://github.com/yanx27/Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 28 Oct 2024

https://github.com/yanx27/pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization

Last synced: 15 Oct 2024

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

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 14 Oct 2024

https://github.com/deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

Last synced: 18 Nov 2024

https://github.com/obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

coco computer-vision deep-learning detectron2 explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection python pytorch remote-sensing satellite small-object-detection tiling yolov5

Last synced: 18 Nov 2024

https://github.com/Janspiry/Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 29 Oct 2024

https://github.com/janspiry/image-super-resolution-via-iterative-refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

ddpm diffusion-probabilistic image-generation pytorch super-resolution

Last synced: 14 Oct 2024

https://github.com/kserve/kserve

Standardized Serverless ML Inference Platform on Kubernetes

artificial-intelligence genai hacktoberfest istio k8s knative kserve kubeflow kubernetes llm-inference machine-learning mlops model-interpretability model-serving pytorch service-mesh sklearn tensorflow xgboost

Last synced: 18 Nov 2024

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

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 01 Nov 2024

https://github.com/hemansnation/God-Level-AI

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

computer-vision data-engineering data-science data-structures-and-algorithms data-system-design data-visualization datastructures deep-learning machine-learning matplotlib mlops natural-language-processing numpy pandas python pytorch scikit-learn statistics tableau

Last synced: 31 Oct 2024

https://github.com/hemansnation/god-level-ai

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

computer-vision data-engineering data-science data-structures-and-algorithms data-system-design data-visualization datastructures deep-learning machine-learning matplotlib mlops natural-language-processing numpy pandas python pytorch scikit-learn statistics tableau

Last synced: 10 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: 18 Nov 2024

https://github.com/zjunlp/deepke

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction

Last synced: 18 Nov 2024

https://github.com/podgorskiy/alae

[CVPR2020] Adversarial Latent Autoencoders

alae autoencoder celeba celeba-hq computer-vision cvpr2020 deep-learning face-generation ffhq gan generative-adversarial-network generative-model machine-learning neural-network paper paper-implementations python pytorch pytorch-implementation stylegan

Last synced: 15 Oct 2024

https://github.com/zhaoyingjun/chatbot

ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人，用于智能客服、在线问答、闲聊等场景。

ai chatbot nlp-machine-learning python pytorch seq2seq-chatbot seqgan seqgan-tensorflow tensorflow2

Last synced: 15 Oct 2024

https://github.com/podgorskiy/ALAE

[CVPR2020] Adversarial Latent Autoencoders

alae autoencoder celeba celeba-hq computer-vision cvpr2020 deep-learning face-generation ffhq gan generative-adversarial-network generative-model machine-learning neural-network paper paper-implementations python pytorch pytorch-implementation stylegan

Last synced: 07 Aug 2024

https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

a2c acktr actor-critic advantage-actor-critic ale atari continuous-control deep-learning deep-reinforcement-learning hessian kfac kronecker-factored-approximation mujoco natural-gradients ppo proximal-policy-optimization pytorch reinforcement-learning roboschool second-order

Last synced: 15 Oct 2024

https://github.com/cornellius-gp/gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

gaussian-processes gpu-acceleration pytorch

Last synced: 18 Nov 2024

PyTorch Awesome Lists

Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 awesome-colab-notebooks 525 CV-pretrained-model 103 awesome-AutoML-and-Lightweight-Models 150 openstl 43 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-cuda-and-hpc 427 awesome-yolov8-models 43 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 awesome-NILM-with-code 49 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-max-mojo 183 awesome-fastai 42 awesome-ai-tools 526 free-pytorch-resources 72

PyTorch Categories

Blogs 450 Frameworks 277 Pytorch & related libraries 227 Pytorch & related libraries｜Pytorch & 相关库 216 Research 198 Tutorials 192 文本数据和NLP 182 Uncategorized 161 数据可视化 131 机器学习框架 123 1.) Neural Architecture Search 123 Blogposts :sparkle: 121 图像数据与CV 106 Learning Resources 103 Learning 101 模型的可解释性 100 Tutorials, books, & examples 96 Tutorials & books & examples｜教程 & 书籍 & 示例 94 Interactive Learning & Tools 94 超参数优化和AutoML 93