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.

Example

Deepmind Learning to Learn
Learning to Learn in TensorFlow

Toolsets

Appbaseio Gem
GUI for Data Modeling with Elasticsearch

TorchCraft
Connecting Torch to StarCraft

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

Models

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

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

Chainer DFI
Implementation of Deep Feature Interpolation

Libraries

Peloton
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

Frameworks

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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