lifelines is an implementation of survival analysis in Python. Use this tag for questions regarding lifelines.
lifelines is a python package specifically for Survival Analysis.
What is Survival Analytics?
Survival analysis is the statistics of censored time to event data, to which standard regression and classification techniques generally do not apply, due to the uncertain group memberships of the observations.
Survival analysis is generally defined as a set of methods for analyzing data where the outcome variable is the time until the occurrence of an event of interest. The event can be death, occurrence of a disease, marriage, divorce, etc. The time to event or survival time can be measured in days, weeks, years, etc.
For example, if the event of interest is heart attack, then the survival time can be the time in years until a person develops a heart attack.
lifelines package offers following:
built on top of Pandas
internal plotting methods
simple and intuitive API
only does survival analysis (No unnecessary features or second-class implementations)
For More Details Visit : lifelines Docs
