Published January 20, 2019
| Version v0.17.1
Software
Open
CamDavidsonPilon/lifelines: v0.17.1
Authors/Creators
- Cameron Davidson-Pilon
- Jonas Kalderstam1
- Ben Kuhn2
- Paul Zivich
- Andrew Fiore-Gartland3
- Luis Moneda4
- Gabriel
- Daniel WIlson5
- Alex Parij6
- Kyle Stark
- Steven Anton7
- Lilian Besson8
- Jona9
- Harsh Gadgil10
- Dave Golland
- Sean Hussey11
- Javad Noorbakhsh12
- Andreas Klintberg
- Jonathan Séguin13
- Joanne Jordan
- Jeff Rose14
- Isaac Slavitt
- Eric Martin
- Eduardo Ochoa
- Dylan Albrecht
- dhuynh15
- Denis Zgonjanin16
- Daniel Chen17
- Chris Fournier16
- André F. Rendeiro18
- 1. @neo4j
- 2. Wave
- 3. Fred Hutchinson Cancer Research Center
- 4. @nubank
- 5. @Esri
- 6. Autodesk
- 7. ID Analytics
- 8. ENS de Cachan - Paris Saclay University
- 9. Berlin Institute for Medical Systems Biology
- 10. Bell
- 11. Ampion, Inc.
- 12. @TheJacksonLaboratory
- 13. IRIC | Plateforme de bioinformatique
- 14. Origin Rose
- 15. @Microsoft
- 16. Shopify
- 17. @VirginiaTech - @bi-sdal - GBCB
- 18. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences
Description
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
CoxPHFitterwhen usingbatch_modethat 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.
Files
CamDavidsonPilon/lifelines-v0.17.1.zip
Files
(2.7 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:eb8a5c566b147e696be65a14b8b91d97
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2.7 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/CamDavidsonPilon/lifelines/tree/v0.17.1 (URL)