Discover the Best Open-Source Deep-learning-tutorial Projects Sorted by Stars

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labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attentiondeep-learningdeep-learning-tutorialganliterate-programmingmachine-learningneural-networksoptimizerspytorchreinforcement-learningtransformertransformers

35,328

ChristosChristofidis/awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesomeawesome-listdeep-learningdeep-learning-tutorialdeep-networksface-imagesmachine-learningneural-networkrecurrent-networks

21,481

ShusenTang/Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

computer-visiond2ldeep-learningdeep-learning-tutorialnatural-language-processingpytorchpytorch-tutorial

16,923

instillai/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learningdeep-learning-tutorialpythontensorflow

16,372

ujjwalkarn/Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

awesomeawesome-listdeep-learningdeep-learning-tutorialdeep-neural-networksdeeplearninglistmachine-learningmachinelearningneural-networkneural-networks

13,918

ritchieng/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learningdeep-learning-librarydeep-learning-tutorialdeep-neural-networkspythonpytorch

9,828

MrGemy95/Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

best-practicesconvolutional-neural-networksdeep-learningdeep-learning-tutorialneural-networkoopsoftware-engineeringtemplatetensorflowtensorflow-tutorialstesnorflow

3,582

bfortuner/ml-glossary

Machine learning glossary

cheatsheetsdata-sciencedeep-learningdeep-learning-tutorialmachine-learningneural-network

2,828

CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learningdeep-learning-tutorialtensorboardtensorflow

2,322

gluon-api/gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

deep-learningdeep-learning-frameworkdeep-learning-tutorialgluonimperative-programmingneural-networkneural-networks

2,316

Charmve/computer-vision-in-action

学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

bookscharmvecolab-notebookcomputer-visioncomputer-vision-algorithmsdeep-learningdeep-learning-tutorialhandbookin-actionipynbjupyter-notebookmachine-learningneural-networknotebookpytorchtransformertutorial

2,151

xiaohu2015/DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

cnndbndeep-learning-algorithmsdeep-learning-tutoriallstmmlprbmsdatensorflow

1,754

cbamls/AI_Tutorial

精选机器学习，NLP，图像识别，深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

artificial-intelligenceartificial-intelligence-algorithmsdeep-learning-tutorialdeep-neural-networkselasticsearchgraph-neural-networksmachine-learningmachine-learning-tutorialsnlp-machine-learningrecommender-systemssearch-system

1,643

amitshekhariitbhu/AndroidTensorFlowMachineLearningExample

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

deep-learningdeep-learning-tutorialdeep-neural-networksdeeplearningmachine-learningmachine-learning-androidtensorflowtensorflow-androidtensorflow-examplestensorflow-modelstensorflow-tutorials

1,424

sgrvinod/Deep-Tutorials-for-PyTorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

deep-learning-tutoriallearning-pytorchneural-network-tutorialspytorchpytorch-tutorialpytorch-tutorials

1,345

SkalskiP/ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-visiondeep-learningdeep-learning-tutorialneural-networknumpyvisualizations

1,259

roatienza/Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

artificial-intelligencedeep-learningdeep-learning-tutorialnlppytorchspeechvision

1,030

AlgoTraders/stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

algorithmic-tradingbacktestingdeep-learningdeep-learning-tutorialdeep-neural-networksdockerhelmhelm-chartsiexiexcloudjupyterkeraskubernetesminiooptionsrediss3stockstensorflowtradier

902

ShusenTang/Deep-Learning-with-PyTorch-Chinese

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

deep-learning-tutorialpytorchpytorch-tutorial

876

deepgram/kur

Descriptive Deep Learning

deep-learningdeep-learning-tutorialdeep-neural-networksimage-recognitionmachine-learningneural-networkneural-networksspeech-recognitionspeech-to-text

812

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