#ai #own #great #simple-to-use

bin+lib dumb_ai

My own AI, which doesn't work that great, but it still works!

1 stable release

3.1.0 Apr 9, 2023
3.0.0 Apr 9, 2023
2.1.0 Apr 8, 2023
1.0.1 Apr 6, 2023

#567 in Machine learning

MIT license

14KB
301 lines

About

This is my imitation of an AI It doesn't work that well (I think)
For the moment it isn't even a library, just me doing stuff around. Maybe I'll make it a library someday

Install

Just use cargo add dumb_ai to add it to your project

Documentation

Train your ai with the train_ai() function. I recommend 0.01 (or 0.1 at most) for the precision field. To test your ai, use the test_ai() function with two more vectors to get the accuracy of the ai. If you want to have only one element per vector (inside a vector), you can use the to_vector_of_vector() function. In the two cases, the two vectors need to have the same length, and the vectors inside of them also needs to always have the same length.

To predict a value, use AI::predict() on your AI struct to get a value. You can save an AI struct to the disk and read from the disk with the associated functions. vector_tools is also avaiable to use alongside the AI part, and the name of the functions are for most self-explanatory. For those who are not self-explanatory, here's some explications:

  • to_correct_amount() is a function that takes a vector of vector of f64s, with only one element per small vector, to a vector of vector of f64s, but with multiple times the same item. That allows for difference in length of small vectors between the input and the output.

Dependencies

~0.7–1.6MB
~34K SLoC