Weekly Machine Learning Opensource Roundup – Dec. 20, 2018

There are three noteworthy projects in this week!

Toolset

FacebookResearch PyText
A deep-learning based natural language modeling framework built on PyTorch. PyText addresses the often-conflicting requirements of enabling rapid experimentation and of serving models at scale.

Libraries

Deep Graph Library (DGL)
A Python package that interfaces between existing tensor libraries and data being expressed as graphs. It makes implementing graph neural networks (including Graph Convolution Networks, TreeLSTM, and many others) easy while maintaining high computation efficiency.

Microsoft Trill
A high-performance one-pass in-memory streaming analytics engine from Microsoft Research. It can handle both real-time and offline data, and is based on a temporal data and query model.

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