Weekly BigData & ML Roundup – Dec. 8, 2016

This week opens with Apache Drill updated to v1.9 and the releases of two open-source AI training platforms, Lab by OpenAI and Universe by DeepMind.


Deepmind Learning to Learn
Learning to Learn in TensorFlow


Appbaseio Gem
GUI for Data Modeling with Elasticsearch

Connecting Torch to StarCraft

Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams


Yahoo FEL
Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.

End-to-end sentence level English speech recognition based on DeepMind’s WaveNet and TensorFlow

Chainer DFI
Implementation of Deep Feature Interpolation


The Self-Driving Database Management System

OpenAI Gym
A toolkit for developing and comparing reinforcement learning algorithms

OpenAI Cleverhans
A library for benchmarking vulnerability to adversarial examples


Apache Drill
A distributed MPP query layer that supports SQL and alternative query languages against NoSQL and Hadoop data storage systems

Deepmind Lab
A customisable 3D platform for agent-based AI research

OpenAI Universe
A software platform for measuring and training an AI’s general intelligence across the world’s supply of games, websites and other applications

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