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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Installation | Loading data [Warning: outdated] | Filtering | Classification (KNN | Trees | liblinear) | Regression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](Parsing CSV files)
• Dividing data into training and test sets (not written)

Code excerpts and examples

• Sorting data
• [Reading CSV files](Parsing CSV files)
• Histogram binning
• Chi-Merge binning
• [Setting the precision of a FloatAttribute](FloatAttribute precision)
• [Adding an Attribute](Adding Attributes)
• [Retrieving Attribute values](Attribute Specifications)
• [Implementing a custom DataGrid](Custom DataGrids)

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