Weekly BigData & ML Roundup – June 15, 2017

Examples

Datasharing
The Leek group guide to data sharing

The Terrible Deep Learning List
15 working examples to get you started with Deep Learning without learning any of the math

Fantastic Machine Learning
A curated list of machine learning resources, preferably in Swift

Neural Japanese Transliteration
Can neural networks transliterate Romaji into Japanese correctly?

Deep Learning Flappy Bird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

Music Genre Classifier
Machine learning approach to classify music based on genres

Vehicle Detection Project
Vehicle Detection with Convolutional Neural Network

Toolsets

Marching Neural Networks
Raymarching neural network using shaders

Madplotlib
A C++ wrapper of Qt Charts that looks, tastes and smells like matplotlib but isn’t.

EasyML
Easy Machine Learning

TensorBoard
TensorFlow’s Visualization Toolkit

Models

MNIST DRAW
This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

Activation Visualization Histogram
Compare SELUs (scaled exponential linear units) with other activation on MNIST, CIFAR10, etc.

SSGAN Tensorflow
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks.

Libraries

Chimney
Scala library for boilerplate-free data transformations

Databricks Spark Deep Learning
Deep Learning Pipelines for Apache Spark


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