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All Projects → antononcube → Mathematicaforprediction

antononcube / Mathematicaforprediction

Licence: gpl-3.0
Mathematica implementations of machine learning algorithms used for prediction and personalization.

Labels

algorithmmachine-learning-algorithmspredictionalgorithms-implemented

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Mission statement

This open source project is for Mathematica (Wolfram Language) implementations of statistical and Machine Learning algorithms that can be used for data analysis, forecast, prediction, and recommendation systems.

License matters

All code files and executable documents are with the license GPL 3.0. For details see http://www.gnu.org/licenses/ .

All documents are with the license Creative Commons Attribution 4.0 International (CC BY 4.0). For details see https://creativecommons.org/licenses/by/4.0/ .

Organization

The algorithms implementations are given in Mathematica package files ("*.m").

Explanations or presentations about the algorithms are given in Mathematica notebook files ("*.nb"), in PDF files, or in Markdown files.

Here are some fairly unique to the Mathematica / WL landscape algorithms:

The implemented algorithms are (usually) well documented. There is a fair amount of documents with related applications. There are also monadic programming implementations closely related to the "main directory" packages.

Some of the algorithms have counterpart implementations in R or other languages.

(The code in the R directory in this repository though is not updated, it is just kept for references. See the corresponding, actively worked on, dedicated repository R-packages.)

Associated blog (at WordPress)

There is a blog associated with this project, see MathematicaForPrediction at WordPress.

Anton Antonov
04.07.2013, Florida, USA
11.01.2017, Florida, USA (updated)
09.17.2019, Florida, USA (updated)

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