Table of Contents - linear-regressions-0.0.1 Documentation
Classes and Modules
- Enumerable
- LinearRegression
- LinearRegression::ALS
- LinearRegression::AlternatingLeastSquares
- LinearRegression::GD
- LinearRegression::GradientDescent
- LinearRegression::LinearRegressionBase
- Matrix
Methods
- ::new — LinearRegression::GradientDescent
- ::new — LinearRegression::GradientDescent
- #beta — LinearRegression::LinearRegressionBase
- #concitional_entropy_with — Enumerable
- #covariance — Enumerable
- #covariance_matrix — Matrix
- #entropy — Enumerable
- #geo_mean — Enumerable
- #inspect — Matrix
- #l1_normalize — Matrix
- #l1_normalize — Enumerable
- #l2_normalize — Matrix
- #l2_normalize — Enumerable
- #mean — Enumerable
- #median — Enumerable
- #pearson — Enumerable
- #predict — LinearRegression::LinearRegressionBase
- #r_squared_score — LinearRegression::LinearRegressionBase
- #stdev — Enumerable
- #sum — Enumerable
- #sum_and_mean — Enumerable
- #to_json — Matrix
- #to_s — Matrix
- #train — LinearRegression::LinearRegressionBase
- #train — LinearRegression::AlternatingLeastSquares
- #train — LinearRegression::AlternatingLeastSquares
- #train — LinearRegression::GradientDescent
- #train — LinearRegression::GradientDescent
- #variance — Enumerable
- #variance_and_stdev — Enumerable