Weekly BigData & ML Roundup – Oct. 27, 2016

Apache Fluo released 1.0.0. Also, @songrotek has kindly collected essential DeepLearning papers.

Examples

Top-down learning path: Machine Learning for Software Engineers
A complete daily plan for studying to become a machine learning engineer.

Deep Learning Papers Reading Roadmap
A roadmap for anyone who are eager to learn this amazing tech!

IAMDinosaur
A simple artificial inteligence to teach Google’s Dinosaur to jump cactus

Models

Aspuru-Guzik’s molecular autoencoder on Keras
Autoencoder network for learning a continuous representation of molecular structures

PyFactorizationMachines
A Theano-based Python implementation of Factorization Machines (Rendle 2010)

CNN-Sentence-Classifier
Implementation of “Convolutional Neural Networks for Sentence Classification” paper

Library

Optizelle [op-tuh-zel]
An open source software library designed to solve general purpose nonlinear optimization problems

Toolsets

Hendrix
Real-time correlation and alerting system for streaming data

Laice
Train your own Natural Language Processor from a browser

Frameworks

Apache Fluo
Fluo lets users make incremental updates to large data sets stored in Apache Accumulo.

Baidu Tera
An Internet-Scale Database

Baidu File System.
The Baidu File System


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