Mars

Mars (ma-rs) is an blazingly fast rust machine learning library. Simple and Powerful! 🦀🚀

Contribution:

Feel free to build this project. This is a public repository which will me guided by everyone!

Gradient Descent

Works fine. Green dots are the training data and red line is the models guesses.

try it by :

cargo run --example gradient_descent --release

-> It is important to use --release here, because training the model takes a lot more time compared to compilation time:

So schenario goes like:

without --release fast compilaton (+3 seconds) slow training (--much more than 3 seconds)

with --release slow compilation (-5 seconds) lot faster training (++much more time than 5 seconds)

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
decision_tree		decision_tree
dimensionality_reduction		dimensionality_reduction
examples		examples
gradient_boosting		gradient_boosting
gradient_descent		gradient_descent
k_means		k_means
knn		knn
linear_regression		linear_regression
logistic_regression		logistic_regression
loss_functions		loss_functions
mars_playground		mars_playground
naive_bayes		naive_bayes
phobos		phobos
random_forest		random_forest
svm		svm
target		target
.gitignore		.gitignore
Cargo.lock		Cargo.lock
Cargo.toml		Cargo.toml
README.md		README.md