mloss | Projects that are tagged with importance sampling.

Projects that are tagged with importance sampling.

AMIDST Toolbox 0.6.0

by ana - October 14, 2016, 19:35:27 CET [ ] 29502 views, 5673 downloads, 0 subscriptions

About: A Java Toolbox for Scalable Probabilistic Machine Learning.

Changes:

Added sparklink module implementing the integration with Apache Spark. More information here.
Fluent pattern in latent-variable-models
Predefined model implementing the concept drift detection

Detailed information can be found in the toolbox's web page

Authors: Andres R Masegosa, Ana M Martinez, Dario Ramoslopez, Hanen Borchani, Antonio Fernandez, Thomas D Nielsen, Helge Langseth, Antonio Salmeron, Anders L Madsen, Rafael Cabanas
License: Apache 2.0
Programming Language: Java

Operating System: Platform Independent
Data Formats: Arff, Json, Parquet
Tags: Approximate Inference, Bayesian Networks, Data Streams, Multi Core, Bayesian Learning, Hidden Markov Models, Importance Sampling, Maximum Likelihood, Parallelisation, Varational Message Passing, Kalma