This page works through an example of fitting a logistic model with the iteratively-reweighted least squares (IRLS) algorithm. If you'd like to examine the algorithm in more detail, here is Matlab ...

The Data Science Lab. Linear Ridge Regression Using C#. Implementing LRR from scratch is harder than using a library like scikit-learn, but it helps you customize your code, makes it easier to ...

SymINDy is a new algorithm for the reconstruction of non-linear dynamics. It uses symbolic regression and SINDy algorithm to recover the systems of equations from time-series observations. It is free ...

Keywords: genome-wide association study, mixed linear model, multi-locus algorithm, statistical power, polygenic background, minor effect. Citation: Zhang J, Chen M, Wen Y, Zhang Y, Lu Y, Wang S and ...

"x_train, x_test, y_train, y_test = sklearn.model_selection.train_test_split(X, y, test_size = 0.1)\n", ...