Repository Index

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

TensorFlow examples

• tensorflow
• tensorflow-examples

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

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

Examples built with TensorFlow.js

A course in reinforcement learning in the wild

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

Simple tutorials using Google's TensorFlow Framework

From the basics to slightly more interesting applications of Tensorflow

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

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

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

A best practice for tensorflow project template architecture.

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

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

• latex
• machine-learning

A curated list of awesome links and software libraries that are useful for robots.

• robotics
• robot
• ros
• tensorflow

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

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

A collection of computer vision pre-trained models.

• computer-vision
• tensorflow
• keras
• pytorch

learn code with tensorflow

• tensorflow-experiments
• gan
• infogan
• deeplearning

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

• seq2seq
• tensorflow
• tensorflow-tutorials
• python

This repo contains materials for use in a TensorFlow workshop.

The codes I made while I practiced various TensorFlow examples

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

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

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation