Repository Index

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 curated list of awesome network analysis resources.

• network-analysis
• network-visualization
• complex-networks
• political-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

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

A curated list of resources for Learning with Noisy Labels

• noisy-labels
• label-noise
• deep-neural-networks
• noisy-data

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

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

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

• social-network
• indiana-university
• network-science
• textbook

Awesome list of software that I use to do research in medical imaging.

• medical-imaging
• image-processing
• computer-vision
• machine-learning

Code for "Social Networks for Startups"

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

• tensorflow-2
• tensorflow-lite
• on-device-ml
• model-quantization

Graph and Network algorithms in Julia

Address book for computer vision models.

• opencv
• open-source
• deep-neural-networks
• tensorflow

The Security Analyst’s Guide to Suricata

A Swift PlaygroundBook about Neural Networks

• wwdc19
• wwdc-scholarship
• machine-learning
• playgroundbook

Sources for the Network Science Cheatsheets