HCTSA function mappingsΒΆ
For existing hctsa users, the following table provides a mapping between existing hctsa functions and equivalent pyhctsa implementations for reference.
pyhctsa name |
hctsa legacy name |
pyhctsa module |
|---|---|---|
hrv_classic |
MD_hrv_classic |
medical |
pnn |
MD_pNN |
medical |
pol_var |
MD_polvar |
medical |
raw_hrv_meas |
MD_rawHRVmeas |
medical |
moving_threshold |
EX_MovingThreshold |
extreme_events |
rad |
CR_RAD |
criticality |
autocorr |
CO_AutoCorr |
correlation |
add_noise |
CO_AddNoise |
correlation |
glscf |
CO_glscf |
correlation |
fzcglscf |
CO_fzcglscf |
correlation |
embed2 |
CO_Embed2 |
correlation |
embed2_shapes |
CO_Embed2_Shapes |
correlation |
embed2_basic |
CO_Embed2_Basic |
correlation |
embed2_dist |
CO_Embed2_Dist |
correlation |
embed2_angle_tau |
CO_Embed2_AngleTau |
correlation |
partial_autocorr |
CO_PartialAutoCorr |
correlation |
nonlinear_autocorr |
CO_NonlinearAutocorr |
correlation |
stick_angles |
CO_StickAngles |
correlation |
first_crossing |
CO_FirstCrossing |
correlation |
translate_shape |
CO_TranslateShape |
correlation |
autocorr_shape |
CO_AutoCorrShape |
correlation |
histogram_ami |
CO_HistogramAMI |
correlation |
compare_min_ami |
CO_CompareMinAMI |
correlation |
periodicity_wang |
PD_PeriodicityWang |
correlation |
trev |
CO_trev |
correlation |
tc3 |
CO_tc3 |
correlation |
time_rev_kaplan |
DK_timerev |
correlation |
crinkle_statistic |
DK_crinkle |
correlation |
theiler_q |
DK_theilerQ |
correlation |
automutual_info_stats |
IN_AutoMutualInfoStats |
information |
first_min |
CO_FirstMin |
information |
first_max |
CO_FirstMin |
information |
rm_automutual_information |
CO_RM_AMInformation |
information |
distribution_entropy |
EN_DistributionEntropy |
entropy |
permutation_entropy |
EN_PermEn |
entropy |
lempel_ziv_complexity |
EN_MS_LZcomplexity |
entropy |
complexity_invariant_distance |
EN_CID |
entropy |
approximate_entropy |
EN_ApEn |
entropy |
rpde |
EN_rpde |
entropy |
sample_entropy |
EN_SampEn |
entropy |
multi_scale_entropy |
EN_mse |
entropy |
shannon_entropy |
EN_MS_shannon |
entropy |
stat_av |
SY_StatAv |
stationarity |
trend |
SY_Trend |
stationarity |
std_nth_deriv |
SY_StdNthDer |
stationarity |
ts_length |
ST_Length |
stationarity |
fit_polynomial |
ST_FitPolynomial |
stationarity |
sliding_window |
SY_SlidingWindow |
stationarity |
local_global |
SY_LocalGlobal |
stationarity |
drifting_mean |
SY_DriftingMean |
stationarity |
range_evolve |
SY_RangeEvolve |
stationarity |
kpss_test |
SY_KPSStest |
stationarity |
local_extrema |
ST_LocalExtrema |
stationarity |
simple_stats |
ST_SimpleStats |
stationarity |
moment_corr |
ST_MomentCorr |
stationarity |
dyn_win |
SY_DynWin |
stationarity |
local_distributions |
SY_LocalDistributions |
stationarity |
withinp |
DN_Withinp |
distribution |
unique |
DN_Unique |
distribution |
spread |
DN_Spread |
distribution |
quantile |
DN_Quantile |
distribution |
proportion_values |
DN_ProportionValues |
distribution |
pleft |
DN_pleft |
distribution |
min_max |
DN_MinMax |
distribution |
mean |
DN_Mean |
distribution |
high_low_mu |
DN_HighLowMu |
distribution |
fit_mle |
DN_Fit_mle |
distribution |
cv |
DN_cv |
distribution |
custom_skewness |
DN_CustomSkewness |
distribution |
burstiness |
DN_Burstiness |
distribution |
moments |
DN_Moments |
distribution |
outlier_include |
DN_OutlierInclude |
distribution |
outlier_test |
DN_OutlierTest |
distribution |
trimmed_mean |
DN_TrimmedMean |
distribution |
histogram_asymmetry |
DN_HistogramAsymmetry |
distribution |
histogram_mode |
DN_HistogramMode |
distribution |
remove_points |
DN_RemovePoints |
distribution |
compare_ks_fit |
DN_CompareKSFit |
distribution |
fast_dfa |
SC_fastdfa |
scaling |
fluctuation_analysis |
SC_FluctAnal |
scaling |
transition_matrix |
SB_TransitionMatrix |
symbolic |
binary_stats |
SB_BinaryStats |
symbolic |
motif_three |
SB_MotifThree |
symbolic |
motif_two |
SB_MotifTwo |
symbolic |
binary_stretch |
SB_BinaryStretch |
symbolic |
surprise |
FC_Surprise |
symbolic |
wl_coeffs |
WL_coeffs |
wavelet |
detail_coeffs |
WL_DetailCoeffs |
wavelet |
cwt |
WL_cwt |
wavelet |
dwt_coeff |
WL_dwtcoeff |
wavelet |
scal_2_freq |
WL_scal2frq |
wavelet |
wfbm |
WL_fBM |
wavelet |
hypothesis_test |
HT_HypothesisTest |
hypothesis_tests |
variance_ratio_test |
SY_VarRatioTest |
hypothesis_tests |
spectral_summaries |
SP_Summaries |
spectral |
ar_cov |
MF_AR_arcov |
model_fit |
exp_smoothing |
MF_ExpSmoothing |
model_fit |
ar_fit |
MF_arfit |
model_fit |
local_simple |
FC_LocalSimple |
model_fit |
loop_local_simple |
FC_LoopLocalSimple |
model_fit |
fit_subsegments |
MF_FitSubsegments |
model_fit |
hmm_fit |
MF_hmm_fit |
model_fit |
visibility_graph |
NW_VisibilityGraph |
graph |
force_potential |
PH_ForcePotential |
physics |
walker |
PH_Walker |
physics |
preproc_compare |
PP_Compare |
pre_process |
surrogate_test |
SD_SurrogateTest |
surrogates |