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Richard Townsend edited this page 2018-01-27 17:51:29 +00:00
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Installation | Loading data [Warning: outdated] | Filtering | Classification (KNN | Trees | liblinear) | Regression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
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