All functions

KL_divergence_hist()

Function to calculate KL divergence for continuous distributions using histograms

conformalize()

Conformal Prediction for Regression Models

debug_print()

Debug print

direct_sampling()

Direct sampling

fit_param_dist()

Fit multiple parametric distributions, compute KL divergence, simulate best fit

is_package_available()

Check if a package is available

is_wholenumber()

Check if a number is a whole number

one_hot_encode()

One-hot encoding

parfor()

Sequential or parallel for loop.

plot_prediction_interval()

Plot Prediction Interval With Optional Past Observations

predict(<conformalize>)

Predict method for conformalize objects

residuals(<conformalize>)

Residuals method for conformalize objects

rm_zero_cols()

Removing columns containing only zeros

rmultivariate()

Simulate multivariate data

scale_matrix()

Scale matrix

simulate(<conformalize>)

simulate method for conformalize objects

sort_df()

Sort data frame

split_data()

Split a dataset

splitts()

Partition a time series object

timeit()

Timing an expression

vlookup()

VLOOKUP

winkler_score()

Winkler score for probabilistic forecasts