Ecosyste.ms: Awesome

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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/vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb

Last synced: 06 Jan 2025

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

🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org

agent ai-societies artificial-intelligence communicative-ai cooperative-ai deep-learning large-language-models multi-agent-systems natural-language-processing

Last synced: 07 Jan 2025

https://github.com/nvidia/cutlass

CUDA Templates for Linear Algebra Subroutines

cpp cuda deep-learning deep-learning-library gpu nvidia

Last synced: 06 Jan 2025

https://github.com/chainer/chainer

A flexible framework of neural networks for deep learning

chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python

Last synced: 07 Jan 2025

https://github.com/aymericdamien/topdeeplearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 02 Jan 2025

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 25 Oct 2024

https://github.com/dair-ai/ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 08 Nov 2024

https://github.com/dair-ai/ml-course-notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 30 Nov 2024

https://github.com/tiny-dnn/tiny-dnn

header only, dependency-free deep learning framework in C++14

c-plus-plus deep-learning machine-learning neural-network

Last synced: 02 Jan 2025

https://github.com/allegroai/clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

ai clearml control deep-learning deeplearning devops experiment experiment-manager k8s machine-learning machinelearning mlops trains trainsai version version-control

Last synced: 06 Jan 2025

https://github.com/rangilyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 07 Jan 2025

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 07 Jan 2025

https://github.com/szad670401/hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

android cpp deep-learning plate-recognition tensorflow

Last synced: 06 Jan 2025

https://github.com/RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 25 Oct 2024

https://github.com/Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 27 Oct 2024

https://github.com/zhouhaoyi/informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 07 Jan 2025

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

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

artificial-intelligence attention-mechanism deep-learning multi-modal text-to-image transformers

Last synced: 07 Jan 2025

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

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

artificial-intelligence attention-mechanism deep-learning multi-modal text-to-image transformers

Last synced: 26 Oct 2024

https://github.com/NVIDIA/cutlass

CUDA Templates for Linear Algebra Subroutines

cpp cuda deep-learning deep-learning-library gpu nvidia

Last synced: 25 Oct 2024

https://github.com/szad670401/HyperLPR

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

android cpp deep-learning plate-recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/facebookresearch/mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa

Last synced: 07 Jan 2025

https://github.com/wb14123/seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

deep-learning machine-learning seq2seq

Last synced: 29 Oct 2024

https://github.com/skalskip/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 02 Jan 2025

https://github.com/deepchem/deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

biology deep-learning drug-discovery hacktoberfest materials-science quantum-chemistry

Last synced: 06 Jan 2025

https://github.com/lyhue1991/eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

deep-learning pytorch

Last synced: 07 Jan 2025

https://github.com/zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 02 Nov 2024

https://github.com/SkalskiP/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 30 Oct 2024

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 07 Jan 2025

https://github.com/mrdbourke/tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

curriculum deep-learning deep-neural-networks tensorflow tensorflow-course tensorflow-tutorials tensorflow2

Last synced: 02 Jan 2025

https://github.com/udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 02 Jan 2025

https://github.com/amusi/ai-job-notes

AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 02 Jan 2025

https://github.com/flashlight/flashlight

A C++ standalone library for machine learning

autograd cpp deep-learning flashlight machine-learning ml neural-network

Last synced: 07 Jan 2025

https://github.com/amusi/AI-Job-Notes

AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 13 Nov 2024

https://github.com/nvidia/dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 06 Jan 2025

https://github.com/alexlenail/nn-svg

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 07 Jan 2025

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 30 Oct 2024

https://github.com/mbadry1/deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

andrew-ng coursera deep-learning neural-network

Last synced: 02 Jan 2025

https://github.com/mbadry1/DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

andrew-ng coursera deep-learning neural-network

Last synced: 15 Nov 2024

https://github.com/ashnkumar/sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

augmentation deep-learning image-processing keras tensorflow

Last synced: 02 Jan 2025

https://github.com/yl4579/styletts2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 07 Jan 2025

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 07 Jan 2025

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

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

3d deep-learning keras machine-learning nerual-network tensorflow tfjs threejs visualization

Last synced: 02 Jan 2025

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 02 Nov 2024

https://github.com/NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 26 Oct 2024

https://github.com/transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

deep-learning javascript keras machine-learning neural-networks tensorflow webgl

Last synced: 01 Jan 2025

https://github.com/minimaxir/textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

deep-learning keras python tensorflow text-generation

Last synced: 01 Jan 2025

https://github.com/xiaomi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 07 Jan 2025

https://github.com/tju-drl-lab/ai-optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 02 Jan 2025

https://github.com/yl4579/StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 06 Nov 2024

https://github.com/XiaoMi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 27 Oct 2024

https://github.com/datawhalechina/fun-rec

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

algorithm-engineering deep-learning interview-questions machine-learning recommendation-algorithms recommender-system tensorflow tianchi-competition

Last synced: 07 Jan 2025

https://github.com/YaoFANGUK/video-subtitle-extractor

视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

deep-learning extract hardsub ocr ripper srt subrip subtitles

Last synced: 29 Oct 2024

https://github.com/blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 02 Jan 2025

https://github.com/deep-learning-with-pytorch/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

deep-learning deep-neural-networks python python3 pytorch

Last synced: 07 Jan 2025

https://github.com/paddlepaddle/visualdl

Deep Learning Visualization Toolkit(『飞桨』深度学习可视化工具 )

caffe deep-learning onnx paddlepaddle visualization

Last synced: 23 Nov 2024

https://github.com/TJU-DRL-LAB/AI-Optimizer

The next generation deep reinforcement learning tookit

deep-learning reinforcement-learning transfer-learning

Last synced: 27 Nov 2024

https://github.com/weiliu89/caffe

Caffe: a fast open framework for deep learning.

deep-learning object-detection real-time semantic-segmentation

Last synced: 30 Sep 2024

https://github.com/megengine/megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 07 Jan 2025

https://github.com/liuzhuang13/densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

deep-learning

Last synced: 02 Jan 2025

https://github.com/Spandan-Madan/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 30 Oct 2024

https://github.com/spandan-madan/deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 30 Nov 2024

https://github.com/liuzhuang13/DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

deep-learning

Last synced: 31 Oct 2024

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 27 Oct 2024

https://github.com/PaddlePaddle/VisualDL

Deep Learning Visualization Toolkit(『飞桨』深度学习可视化工具 )

caffe deep-learning onnx paddlepaddle visualization

Last synced: 27 Oct 2024

https://github.com/lucidrains/x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

artificial-intelligence attention-mechanism deep-learning transformers

Last synced: 06 Jan 2025

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 02 Jan 2025

https://github.com/rasbt/python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

deep-learning machine-learning scikit-learn tensorflow

Last synced: 02 Jan 2025

https://github.com/deeplabcut/deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox

Last synced: 06 Jan 2025

https://github.com/alexlenail/NN-SVG

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 27 Oct 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Nov 2024

https://github.com/microsoft/muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

ai-music deep-learning music music-composition

Last synced: 05 Jan 2025

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 825 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 413 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