This is a Kotlin application that experiments with different machine learning algorithms to recommend a light/dark font against different background colors.
Some algorithms are built completely from scratch but others are showcased using a library.
The current algorithms/library implementations:
- Formulaic
- Linear regression (w/ hill climbing)
- Logistic regression (w/ hill climbing)
- Decision Tree
- Random Forest
- Neural Network (w/ hill climbing)
- Neural Network (w/ simulated annealing)
- OjAlgo Neural Network
- DL4J Neural Network
Planned to be added:
- Linear regression (w/ gradient descent)
- Logistic regression (w/ gradient descent)
- Continuous Naive Bayes
