Repository Index

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

• tensorflow2
• tensorflow
• tensorflow-examples
• tensorflow-tutorial

TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching

• reinforcement-learning
• tutorial
• q-learning
• sarsa

TensorFlow Tutorials with YouTube Videos

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

Lab Materials for MIT 6.S191: Introduction to Deep Learning

• mit
• deep-learning
• neural-networks
• tensorflow

TensorFlow tutorials and best practices.

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

A resource for learning about Machine learning & Deep Learning

• pytorch
• pytorch-implementation
• pytorch-tutorial
• pytorch-gan

TensorFlow examples

• tensorflow
• tensorflow-examples

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

• andrew-ng
• andrew-ng-machine-learning
• coursera
• coursera-assignment

TranslatedSay goodbye to boredom; dedicated to creating practical small Python examples. For more conscientious Python tutorials, see https://ai-jupyter.com

• python
• data-science
• machine-learning
• python-web

TranslatedTensorFlow 2 Chinese tutorials, continuously updated (current version: tensorflow2.0), tag: tensorflow 2.0 tutorials

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

• vae
• gan
• pytorch
• tensorflow

TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/

• recommender-system
• tensorflow
• tianchi-competition
• deep-learning

The "Python Machine Learning (2nd edition)" book code repository and info resource

• machine-learning
• deep-learning
• python
• scikit-learn

Python code for "Probabilistic Machine learning" book by Kevin Murphy

• jupyter-notebooks
• machine-learning
• colab
• pml

Largest list of models for Core ML (for iOS 11+)

• coreml
• coreml-model
• apple
• machine-learning

TranslatedTensorFlow practical exercises, including reinforcement learning, recommender systems, NLP, etc.

Examples built with TensorFlow.js

A course in reinforcement learning in the wild

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

A list of popular github projects related to deep learning

• deep-learning
• machine-learning
• tensorflow
• pytorch

A curated list of project tutorials for project-based learning.

• project-based-learning
• web-development
• game-development
• mobile-development

TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.

• tensorflow
• tensorflow-examples
• tensorflow-tutorials
• tensorflow-2

TensorFlow documentation

• tensorflow
• tensorflow-tutorials
• tensorflow-examples
• documentation

Code for Tensorflow Machine Learning Cookbook

• tensorflow
• tensorflow-cookbook
• linear-regression
• neural-network

Simple tutorials using Google's TensorFlow Framework