Weekly Machine Learning Opensource Roundup – May 2, 2019

Toolsets

ML Testing
A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.

ZetaSql
Analyzer Framework for SQL that drives BigQuery, Spanner, DataflowSQL

Simon-Frontend
Powerful, flexible, open-source and easy to use automated machine learning knowledge discovery platform

Models

Attentive-Neural-Process
A Pytorch Implementation of Attentive Neural Process

NGCN
A PyTorch implementation of “A Higher-Order Graph Convolutional Layer” (NeurIPS 18 Relational Representation Learning Workshop).

QuaterNet
Proposes neural networks that can generate animation of virtual characters for different actions.

wavetorch
Numerically solving and backpropagating through the wave equation

CapsGNN
A PyTorch implementation of “Capsule Graph Neural Network” (ICLR 2019).

Libraries

koalas
Pandas DataFrame API on Apache Spark

tract
A tiny Tensorflow and ONNX compatible inference library

SUM
A specialized database server for linear algebra and machine learning.

NLPCraft
An open source library to convert natural language into actions

fklearn
fklearn uses functional programming principles to make it easier to solve real problems with Machine Learning.

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