Repository Index

🧑‍🏫 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, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

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

• deep-learning
• neural-network
• machine-learning
• awesome

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

• pytorch
• pytorch-tutorials
• pytorch-handbook
• deep-learning

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

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

• tensorflow
• python
• deep-learning
• deep-learning-tutorial

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

• transferlearning
• domain-adaptation
• transfer-learning
• survey

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

• pytorch
• pytorch-tutorials
• pytorch-tutorials-cn
• deep-learning

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

• pytorch
• python
• deep-learning-tutorial
• deep-neural-networks

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

TensorFlow tutorials and best practices.

• tensorflow
• neural-network
• deep-learning
• machine-learning

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

• tensorlayer
• deep-learning
• tensorflow
• neural-network

A course in reinforcement learning in the wild

• reinforcement-learning
• course-materials
• deep-learning
• deep-reinforcement-learning

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

• deep-learning
• neural-network
• tensorflow
• machine-learning

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

:earth_americas: machine learning tutorials (mainly in Python3)

• machine-learning
• data-science
• jupyter-notebook
• python3

验证码识别

• captcha-breaking
• keras-tutorials
• deep-learning
• keras

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

• tensorflow
• tensorflow-tutorials
• tensorflow-android
• machine-learning

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

• tensorflow
• tensorflow-tutorials
• mnist-classification
• mnist

Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.

• tflite-model
• tensorflow-lite
• colab-notebook
• tutorials

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

Spatial Transformer Nets in TensorFlow/ TensorLayer

• tensorlayer
• tensorflow
• cnn
• deep-learning

A text classification iOS app using tensorflow lite

• ios
• swift
• tensorflow-lite
• tensorflow