Weekly BigData & ML Roundup – July 6, 2017

Examples

Awesome Deep Learning Resources
Deep learning resources, useful for revisiting topics or for reference

19 Questions
A machine learning / bayesian inference assigning attributes to objects

Sleephow
Deep neural network for predicting sleep time and quality

bitpredict
Machine learning for high frequency bitcoin price prediction

Toolsets

Bayesian Bootstrap
bayesian bootstrapping in python

Xcessiv
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

Apollo
An open autonomous driving platform

Models

Stochastic On-Time Arrival
A discrete-time Python-based solver for the Stochastic On-Time Arrival routing problem

Graph Auto-Encoders
Implementation of Graph Auto-Encoders in TensorFlow

YellowFin with Pytorch
Auto-tuning momentum SGD optimizer

Library

Microsoft ELL
The Embedded Learning Library allows you to build and deploy machine-learned pipelines onto embedded platforms, like Raspberry Pis, Arduinos, micro:bits, and other microcontrollers.


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