Gradient Descent | npm.io

Package implements linear regression and logistic regression

linear regression logistic regression polynomial regression multiple linear regression classification binary classification multi-class classification prediction linear models least squares

1.0.10 • Published 6 years ago

Package implements linear svm and kernel svm that supports binary and mult-class classification

linear svm kernel svm support vector machine classification binary classification multi-class classification prediction gradient descent svm

1.0.4 • Published 7 years ago

Given a set of atomic positions and a potential energy calculator, provides a function that steps in the direction of the force.

chemistry atomistics optimization gradient descent steepest descent

1.0.1 • Published 6 years ago

Package implements linear regression and logistic regression

linear regression logistic regression polynomial regression multiple linear regression classification binary classification multi-class classification prediction linear models least squares

1.0.12 • Published 3 years ago

Incrementally perform binary classification using stochastic gradient descent (SGD).

stdlib stdml statistics stats mathematics math machine learning ml incremental classification

0.2.1 • Published 2 months ago

Online regression via stochastic gradient descent (SGD).

stdlib stdml statistics stats mathematics math machine learning ml incremental regression

0.2.1 • Published 2 months ago