derrynknife/SurPyval

Papercuts from a second new-user session about 1 month ago

enhancement good first issue

54

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

Python

#actuarial-science#churn-prediction#non-parametric#parametric-distribution#parametric-methods#probability-plot#reliability#reliability-analysis#reliability-engineering#risk-analysis#survival-analysis#weibull

Kaplan-Meier is 3× slower than lifelines at n=100k: greenwood_variance loops _snap in Python (vectorised version gives 4× speed-up, identical output) about 1 month ago

enhancement good first issue

derrynknife/SurPyval

54

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

Python

#actuarial-science#churn-prediction#non-parametric#parametric-distribution#parametric-methods#probability-plot#reliability#reliability-analysis#reliability-engineering#risk-analysis#survival-analysis#weibull

Small API papercuts found while test-driving about 1 month ago

enhancement good first issue

derrynknife/SurPyval

54

A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can also fit distributions with 'offsets' with ease, for example the three parameter Weibull distribution.

Python

#actuarial-science#churn-prediction#non-parametric#parametric-distribution#parametric-methods#probability-plot#reliability#reliability-analysis#reliability-engineering#risk-analysis#survival-analysis#weibull

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