Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

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Deep learning

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

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/dair-ai/ml-notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 09 Jan 2025

https://github.com/google/deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

bioinformatics deep-learning deep-neural-network deepvariant dna genome genomics machine-learning ngs science sequencing tensorflow

Last synced: 07 Jan 2025

https://github.com/jaymody/picogpt

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 03 Jan 2025

https://github.com/scisharp/tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 07 Jan 2025

https://github.com/amanchadha/coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

andrew-ng andrew-ng-course cnns convolutional-neural-network convolutional-neural-networks coursera coursera-assignment coursera-machine-learning coursera-specialization deep-learning hyperparameter-optimization hyperparameter-tuning neural-machine-translation neural-network neural-networks neural-style-transfer recurrent-neural-network recurrent-neural-networks regularization rnns

Last synced: 09 Jan 2025

https://github.com/SciSharp/TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 02 Nov 2024

https://github.com/jaymody/picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 29 Oct 2024

https://github.com/ethen8181/machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

data-science deep-learning jupyter-notebook machine-learning python python3

Last synced: 08 Jan 2025

https://github.com/louisfb01/best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 03 Jan 2025

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

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

artificial-intelligence attention-mechanisms deep-learning music-synthesis transformers

Last synced: 09 Jan 2025

https://github.com/louisfb01/best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 26 Oct 2024

https://github.com/sbrugman/deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

arxiv deep-learning deep-learning-papers machine-learning neural-networks papers science

Last synced: 26 Sep 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: 27 Nov 2024

https://github.com/astorfi/Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

deep-learning reinforcement-learning

Last synced: 07 Nov 2024

https://github.com/astorfi/deep-learning-roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

deep-learning reinforcement-learning

Last synced: 03 Jan 2025

https://github.com/charmve/surface-defect-detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

charmve dataset deep-learning defects image-segmentation paper pcb-surface-defect surface surface-defect-detection surface-defects surface-detection

Last synced: 08 Jan 2025

https://github.com/Charmve/Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

charmve dataset deep-learning defects image-segmentation paper pcb-surface-defect surface surface-defect-detection surface-defects surface-detection

Last synced: 13 Nov 2024

https://github.com/opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

artificial-intelligence deep-learning geopython geospatial machine-learning segment-anything segmentation

Last synced: 07 Jan 2025

https://github.com/ben1234560/ailearning-theory-applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp

Last synced: 09 Jan 2025

https://github.com/jittor/jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

cuda deep-learning gpu jittor python

Last synced: 07 Jan 2025

https://github.com/cysmith/neural-style-tf

TensorFlow (Python API) implementation of Neural Style

convolutional-neural-network deep-learning style-transfer tensorflow

Last synced: 03 Jan 2025

https://github.com/yusugomori/DeepLearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deep-learning

Last synced: 18 Nov 2024

https://github.com/yusugomori/deeplearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deep-learning

Last synced: 10 Jan 2025

https://github.com/Jittor/jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

cuda deep-learning gpu jittor python

Last synced: 28 Oct 2024

https://github.com/fastnlp/fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 03 Jan 2025

https://github.com/fastnlp/fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 06 Nov 2024

https://github.com/DeepGraphLearning/LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

arxiv deep-learning machine-learning papers

Last synced: 25 Oct 2024

https://github.com/tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 03 Jan 2025

https://github.com/Tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 05 Nov 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: 07 Jan 2025

https://github.com/girls-in-ai/girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

deep-learning girl jupyter-notebook kaggle machine-learning python3

Last synced: 04 Jan 2025

https://github.com/girls-in-ai/Girls-In-AI

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

deep-learning girl jupyter-notebook kaggle machine-learning python3

Last synced: 27 Nov 2024

https://github.com/ben1234560/AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp

Last synced: 08 Nov 2024

https://github.com/argman/east

A tensorflow implementation of EAST text detector

deep-learning ocr tensorflow text-detection

Last synced: 09 Jan 2025

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: 06 Jan 2025

https://github.com/charlesq34/pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

3d-shape classification deep-learning point-cloud segmentation

Last synced: 28 Oct 2024

https://github.com/mrdbourke/zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

data-science deep-learning machine-learning

Last synced: 07 Jan 2025

https://github.com/argman/EAST

A tensorflow implementation of EAST text detector

deep-learning ocr tensorflow text-detection

Last synced: 03 Nov 2024

https://github.com/shenweichen/deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

ctr-models deep-learning deepctr deepctr-pytorch deepfm deeprec fibinet torchrec xdeepfm

Last synced: 07 Jan 2025

https://github.com/shenweichen/DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

ctr-models deep-learning deepctr deepctr-pytorch deepfm deeprec fibinet torchrec xdeepfm

Last synced: 13 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: 08 Jan 2025

https://github.com/ieee8023/covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

computed-tomography computer-vision covid-19 dataset deep-learning xray

Last synced: 10 Jan 2025

https://github.com/raghakot/keras-vis

Neural network visualization toolkit for keras

deep-learning keras machine-learning neural-networks tensorflow theano visualization

Last synced: 09 Jan 2025

https://github.com/onnx/onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

deep-learning nvidia onnx

Last synced: 08 Jan 2025

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: 04 Jan 2025

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: 08 Jan 2025

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/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: 03 Jan 2025

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/microsoft/human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

coco-keypoints-detection deep-learning human-pose-estimation mpii-dataset mscoco-keypoint

Last synced: 26 Sep 2024

https://github.com/Conchylicultor/DeepQA

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

chatbot deep-learning seq2seq tensorflow

Last synced: 28 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/conchylicultor/deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

chatbot deep-learning seq2seq tensorflow

Last synced: 10 Jan 2025

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/louisfb01/best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 05 Nov 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: 03 Jan 2025

https://github.com/louisfb01/best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 03 Jan 2025

https://github.com/zhaipro/easy12306

使用机器学习算法完成对12306验证码的自动识别

12306 captcha deep-learning mathematics

Last synced: 03 Jan 2025

https://github.com/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 04 Jan 2025

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

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 03 Jan 2025

https://github.com/ajbrock/BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 27 Nov 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/fundamentalvision/BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

autonomous-driving computer-vision deep-learning object-detection

Last synced: 28 Oct 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 826 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 awesome-project-ideas 57 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 Awesome-Prompt-Engineering 147 Awesome-ChatGPT 102 Awesome-Geospatial 1,261 awesome-ai-in-finance 138 Awesome-AIGC-Tutorials 140 awesome-knowledge-distillation 206 awesome-hand-pose-estimation 495 awesome-RLHF 211 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-image-classification 220 awesome-anomaly-detection 138 awesome-ml-courses 40 awesome-deep-text-detection-recognition 145 Awesome-Quant-Machine-Learning-Trading 123 awesome-human-pose-estimation 89 awesome-tensor-compilers 165 awesome-python-data-science 379 Awesome-Deblurring 402 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 awesome-autonomous-vehicles 296 Awesome-Text2SQL 269 Awesome-Rust-MachineLearning 48 Awesome-Model-Quantization 528 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-deep-learning-resources 141 awesome-fraud-detection-papers 186 awesome-self-supervised-gnn 440 Awesome-Diffusion-Models-in-Medical-Imaging 414 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410
Deep learning Categories
Papers 6,440 Uncategorized 5,938 Books 2,169 **Literature and Codes** 1,784 NLP 1,721 A01_文本生成_文本对话 1,627 fl in top-tier journal 1,487 Conference Papers 1,450 Table of Contents 1,215 Repos 1,135 Year 2022 961 fl in top ml conference and journal 847 Deep Learning 766 Image Classification / Backbone 732 Robust Machine Learning in Medical Domain 685 Publications-and-Preprints 660 Attack 651 Year 2023 566 前端开发框架及项目 565 Articles & Blogs 543