Weekly Machine Learning Opensource Roundup – May 24, 2018

Examples

Easy Tensorflow
Simple and comprehensive tutorials in TensorFlow

Autism Detection API
Autism Detection APIThis is to find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library

Toolset

Apache Daffodil (incubating)
An open-source implementation of the Data Format Description Language to convert between fixed format data and XML/JSON

Models

3D U-Net Convolution Neural Network with Keras
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

Visual Search with MXNet Gluon and HNSW
Visual Search using Apache MXNet and gluon

Libraries

Tensorflow.Dart
Dart bindings for Tensorflow

Rainier
Rainier provides an idiomatic, high-performance functional Scala API for bayesian inference via Markov Chain Monte Carlo

Kyuubi
An enhanced edition of the Apache Spark’s primordial Thrift JDBC/ODBC Server. It is mainly designed for directly running SQL towards a cluster with all components including HDFS, YARN, Hive MetaStore, and itself secured

Framework

Microsoft Pai
A platform for cluster management and resource scheduling for AI that incorporates the mature design with a proven track record in Microsoft’s large scale production environment.

 


 

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