Added the first version, just a basic prototype with very basic functionality.
Added the first version, just a basic prototype with very basic functionality.
Moved the basic Cochlea API to a transformer object (following the sklearn API, kind of).
The same happened to the text transformation -> Now done by TextToNumberStructuredTransformer.
Moved the basic Cochlea API to a transformer object (following the sklearn API, kind of).
The same happened to the text transformation -> Now done by TextToNumberStructuredTransformer.
Added one hot encoding.
Added one hot encoding.
Added boolean types.
Added boolean types.
Added a debug method to check whether the words in a column are inside the vocabulary.
This shouldn't happen in practise, as it doesn't make sense to find a word predicting that isn't found in the training (in categorical data, at least).
Added a debug method to check whether the words in a column are inside the vocabulary.
This shouldn't happen in practise, as it doesn't make sense to find a word predicting that isn't found in the training (in categorical data, at least).
Small Refactoring.
Created a new directory called 'type_manipulation', which now includes the 'translation' directory.
Moved type checking function to type_manipulation.type_checking.py.
Small Refactoring.
Created a new directory called 'type_manipulation', which now includes the 'translation' directory.
Moved type checking function to type_manipulation.type_checking.py.
Started abstracting the internal parsing of the configuration file so it's not accessed as a dictionary everywhere (which means hardcoding keys).
Started abstracting the internal parsing of the configuration file so it's not accessed as a dictionary everywhere (which means hardcoding keys).
Adapted OneHotEncodingTransformer and TextToNumberStructuredTransformer to sklearn API.
Adapted OneHotEncodingTransformer and TextToNumberStructuredTransformer to sklearn API.
Minor refactoring.
Minor refactoring.
Moved all the hardcoded dictionary parts to the data model inside configuration.
Moved the boolean type checking tests inside the Feature class.
Moved all the hardcoded dictionary parts to the data model inside configuration.
Moved the boolean type checking tests inside the Feature class.