croissance.estimation package

croissance.estimation package#

class croissance.estimation.AnnotatedGrowthCurve(series, outliers, growth_phases)#

Bases: tuple

growth_phases#: Alias for field number 2

outliers#: Alias for field number 1

series#: Alias for field number 0

class croissance.estimation.GrowthEstimationParameters[source]#

Bases: object

constrain_n0#

curve_minimum_duration_hours#

n0#

phase_minimum_duration_hours#

phase_minimum_signal_noise_ratio#

phase_minimum_slope#

phase_rank_exclude_below#

phase_rank_weights#

segment_log_n0#

class croissance.estimation.GrowthPhase(start, end, slope, intercept, n0, SNR, rank)[source]#

Bases: GrowthPhase

property duration#

static pick_best(growth_phases, metric='duration')[source]#

class croissance.estimation.RawGrowthPhase(start, end)[source]#

Bases: RawGrowthPhase

property duration#

croissance.estimation.estimate_growth(curve: Series, *, params=<croissance.estimation.GrowthEstimationParameters object>, name: str = 'untitled curve') → AnnotatedGrowthCurve[source]#

Subpackages#

croissance.estimation.smoothing package
- Submodules
  - croissance.estimation.smoothing.segments module

Submodules#