Public API for the optimisation component.
Provides numerical optimisation algorithms:
Public API for the optimisation component. Provides numerical optimisation algorithms: - Linear regression for fitting linear models to data
(linear-regression xs ys)Perform simple linear regression: y = a0 + a1*x.
Returns a map with:
Perform simple linear regression: y = a0 + a1*x. Returns a map with: - :coeffs [a0 a1] - intercept and slope - :variance - residual variance (MSE with n-2 degrees of freedom) - :r-sqr - coefficient of determination (R-squared)
(sum-square-delta vs mv)Sum of squared differences from a mean value.
Sum of squared differences from a mean value.
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