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Richard Townsend edited this page 2018-01-27 17:51:29 +00:00

Table of Contents

• GoLearn
• Quick start
• Code excerpts and examples
• Future
• The wish-list

GoLearn

This is the GoLearn Wiki (welcome!). GoLearn is a "batteries included" machine learning library written for and in Go. Go check us out on Github.

Installation | Loading data [Warning: outdated] | Filtering | Classification (KNN | Trees | liblinear) | Regression

Quick start

• Using CSV files
• Dividing data into training and test sets (not written)

Code excerpts and examples

• Sorting data
• Reading CSV files
• Histogram binning
• Chi-Merge binning
• Setting the precision of a FloatAttribute
• Adding an Attribute
• Retrieving Attribute values
• Implementing a custom DataGrid

Future

Contributing

The wish-list

• Expectation maximisation
• Native guided tree structures
• Support for time series processing
• Support for disk-backed DenseInstances
• SoftMax neural networks
• Deep-learning primitives (recursive neural networks)
• Recurrent neural networks
• Image manipulation
• Relational and pointer Attributes
• Support for sparse binary spaces
• Support for arbitrary insertion and deletion of Attributes