All functions |
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Function to calculate KL divergence for continuous distributions using histograms |
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Conformal Prediction for Regression Models |
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Debug print |
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Direct sampling |
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Fit multiple parametric distributions, compute KL divergence, simulate best fit |
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Check if a package is available |
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Check if a number is a whole number |
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One-hot encoding |
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Sequential or parallel for loop. |
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Plot Prediction Interval With Optional Past Observations |
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Predict method for conformalize objects |
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Residuals method for conformalize objects |
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Removing columns containing only zeros |
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Simulate multivariate data |
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Scale matrix |
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simulate method for conformalize objects |
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Sort data frame |
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Split a dataset |
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Partition a time series object |
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Timing an expression |
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VLOOKUP |
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Winkler score for probabilistic forecasts |