R/zzz.R

In sipemu/tsfeatureExtend: Time Series Features Calculations

.onLoad <- function(...) {

  fablelite::register_feature(tsf_mean, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_mean_absolute_change, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_mean_change, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_sum_value, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_longest_strike_above_mean, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_longest_strike_below_mean, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_n_above_mean, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_n_below_mean, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_longest_strike_above_median, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_n_above_median, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_n_below_median, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_longest_strike_below_median, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_longest_strike_negative, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_longest_strike_positive, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_longest_strike_zero, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_herterogenity, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_var, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_large_sd, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_has_large_standard_deviation, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_has_larger_var_than_std, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_lumpiness, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_stability, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_max_var_shift, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_max_level_shift, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_max_kl_shift, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_min, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_has_duplicated_min, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_first_index_min, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_last_index_min, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_max, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_has_duplicated_max, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_first_index_max, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_last_index_max, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_rmeaniqmean, c("moments"))
  fablelite::register_feature(tsf_moments, c("moments"))
  fablelite::register_feature(tsf_mean_second_derivative_central, c("moments"))
  fablelite::register_feature(tsf_highlowmu, c("moments"))
  fablelite::register_feature(tsf_ratio_beyond_r_sigma, c("moments"))

  fablelite::register_feature(tsf_burst, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_time_reversal_asymmetric_statistics, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_is_symmetric_looking, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_mean_autocorrelation, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_arch_stat, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_trend, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_spike, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_linearity, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_curvature, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_cid_ce, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_ratio_value_number_to_time_series_length, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_hurst_coefficient, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_crossing_points, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_flat_spots, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_has_duplicate, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_sum_of_reoccurring_values, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_sum_of_reoccurring_data_points, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_range_count, c("stl", "trend", "seasonal", "decomposition"))

  fablelite::register_feature(tsf_absolute_energy, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_entropy, c("stl", "trend", "seasonal", "decomposition"))
  fablelite::register_feature(tsf_binned_entropy, c("stl", "trend", "seasonal", "decomposition"))
  invisible()
}