A gem for manipulating XBRL financial filings

Generates DDG sets useable across methods, to find a larger solution.

A hybrid model of different systems of AI and rules based programming for different purposes. This uses the rules_ai gem..

Longer description coming soon.

I use this process to train my language model as I flesh out my constructed language. Unlike training on a natural language, it is way simpler to actually train an algorithm on a fictional language, specifically with languages you train as you build the language. Still undecided on whether to incorporate this into LearnAnswer, as they completely reshapes how I do machine learning.

If I completely implement all the functions I need in a state machine, the state machine that calls all the different machine learning would end up much longer than the command itself. This is a nightmare to bug test, so made a gem to call it with one line.

I needed a way to generate a natural language request without having to input specific numbers. Red Davis did an excellent Baysian algorithm that can also be used for generating useable numerical input. For those curious about Red Davis work, check out: https://github.com/reddavis/Naive-Bayes