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Getting Started
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Changelog
About
TimeCaVe
GitHub
Home
Getting Started
API reference
API reference
Overview
1 - Data characteristics
1 - Data characteristics
Module Overview
Functions
Functions
get_features
strength_of_trend
mean_crossing_rate
median_crossing_rate
2 - Metrics
2 - Metrics
Module Overview
Functions
Functions
PAE
APAE
RPAE
RAPAE
sMPAE
MC_metric
under_over_estimation
3 - Utilities
3 - Utilities
Module Overview
Functions
Functions
Nyquist_min_samples
heuristic_min_samples
true_test_indices
4 - Validation methods
4 - Validation methods
Subpackage Overview
Modules
Modules
Base class
Out-of-sample
Out-of-sample
Module Overview
OOS methods
OOS methods
Holdout
Repeated Holdout
Rolling Origin Update
Rolling Origin Recalibration
Fixed Size Rolling Window
Prequential
Prequential
Module Overview
Prequential methods
Prequential methods
Growing Window
Rolling Window
Cross-validation
Cross-validation
Module Overview
CV methods
CV methods
Block CV
hv Block CV
Adapted hv Block CV
Markov
Weighting functions
Weighting functions
Module Overview
Functions
Functions
Constant weights
Linear weights
Exponential weights
5 - Data generation
5 - Data generation
Subpackage Overview
Modules
Modules
Frequency modulation
Frequency modulation
Module Overview
Functions
Functions
Base frequency
Step frequency
Linear frequency
Time Series Functions
Time Series Functions
Module Overview
Functions
Functions
Sinusoid
Time-varying sinusoid
Indicator
Scaled Indicator
Scaled Impulse
Linear
Exponential
ARMA
Nonlinear AR
Time Series Generation
Time Series Generation
Module Overview
Classes
Classes
Time Series Generator
Changelog
Changelog
Table of contents
1.0.0 21/08/2024
About
Table of contents
1.0.0 21/08/2024
TimeCaVe Changelog
1.0.0 21/08/2024
First major release
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