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Basics
User guide
API
For developpers

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Installation
Basics
User guide
API
For developpers

GitHub
PyPI

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Parametric lifetime models

Exponential
Weibull
Gompertz
Gamma
LogLogistic

ProportionalHazard
AcceleratedFailureTime

LeftTruncatedModel
AgeReplacementModel

FrozenLifetimeRegression
FrozenLeftTruncatedModel
FrozenAgeReplacementModel

Non parametric lifetime models

KaplanMeier
NelsonAalen
ECDF
Turnbull

Built-in datasets

load_circuit_breaker
load_insulator_string
load_power_transformer

Stochastic processes

RenewalProcess
RenewalRewardProcess
NonHomogeneousPoissonProcess

Economy

RunToFailureReward
AgeReplacementReward

Maintenance policies

AgeReplacementPolicy
OneCycleAgeReplacementPolicy
RunToFailurePolicy
OneCycleRunToFailurePolicy
NonHomogeneousPoissonAgeReplacementPolicy

Routines

is_frozen
is_lifetime_model
is_stochastic_process

Base classes

ParametricModel
ParametricLifetimeModel
FrozenParametricLifetimeModel
NonParametricLifetimeModel

BaseAgeReplacementPolicy
BaseOneCycleAgeReplacementPolicy

API
NonParametricLifetimeModel

NonParametricLifetimeModel#

class relife.lifetime_model.NonParametricLifetimeModel[source]#

Methods

fit

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NonParametricLifetimeModel

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