CamDavidsonPilon/lifelines: v0.17.1
- Cameron Davidson-Pilon
- Jonas Kalderstam
- Ben Kuhn
- Paul Zivich
- Andrew Fiore-Gartland
- Luis Moneda
- Gabriel
- Daniel WIlson
- Alex Parij
- Kyle Stark
- Steven Anton
- Lilian Besson
- Jona
- Harsh Gadgil
- Dave Golland
- Sean Hussey
- Javad Noorbakhsh
- Andreas Klintberg
- Jonathan Séguin
- Joanne Jordan
- Jeff Rose
- Isaac Slavitt
- Eric Martin
- Eduardo Ochoa
- Dylan Albrecht
- dhuynh
- Denis Zgonjanin
- Daniel Chen
- Chris Fournier
- André F. Rendeiro
Publication date
January 2019
DOIAbstract
0.17.1 adding bottleneck as a dependency. This library is highly-recommended by Pandas, and in lifelines we see some nice performance improvements with it too. (~15% for CoxPHFitter) There was a small bug in CoxPHFitter when using batch_mode that was causing coefficients to deviate from their MLE value. This bug eluded tests, which means that it's discrepancy was less than 0.0001 difference. It's fixed now, and even more accurate tests are added. Faster CoxPHFitter._compute_likelihood_ratio_test() Fixes a Pandas performance warning in CoxTimeVaryingFitter. Performances improvements to CoxTimeVaryingFitter
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