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Machine Learning Experiments

QMaze

The first taken from a tutorial

It works, but simply memorizes the map, so doesn't work on any map.

QMaze2

My first attempt to modify QMaze to work with multiple maps. A failure.

PathFinder

My first succesful attempt to work with multiple maps. Still not sure yet if it is just memorizing multiple maps.

LSTMTutorial

An attempt to learn to use LSTM - long-term-short-term memory

book-recommender

Just learning how to use ML to create a book recommendation system

multi-class-classification

Multi inputs then try to predict the output

custom-fit

Testing custom fit

data-categorizer

Experimenting with self categorizing so a system can recommennd similar movies, products or recipies for example

cart-pole

First step towards the schedule generator. A reinforcement learning process where we don't knnow the outputs, just a reward.

lunar-lander

Continnuing on from cart-pole, another reinforcement exercise

find-optimum

Given an unknnown function, find the opimum from it

schedule-generator

Exploring RL to generate a timetable

rl-exploration

The schedule generator sucks at exploration, so this project is setup to help try different explorationn methods

FUTURE IDEAS: weather rain forecast - how lonng bbefore it rains

https://github.com/e-lab/VideoSensors - predict gyroscope data from video footage

noise cancelling with 2 microphones, to determine what is outside sound to block and what is inside sound to ignore

generate website from image (midjourney)

ai to tweak image ready for text recognition for SS

TODO: I realised that the possible problem with my QMaze was that the inputs were absolute, not relative. I need to give the AI the pixels around where they are located in concentric circles. This might also work to give them a history of past steps.

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