Published March 1, 2019
| Version v0.9.6
Software
Open
EpistasisLab/tpot: 0.9.6
Creators
- Randy Olson1
- Weixuan Fu2
- Nathan3
- PGijsbers
- Grishma Jena
- Tom Augspurger
- PRONOjit Saha
- Sebastian Raschka4
- sahilshah1194
- sohnam
- DanKoretsky
- Daniel5
- kadarakos
- Geoffrey Bradway
- bartdp1
- Jose Ortiz6
- Michal Ficek7
- Akshay Varik2
- Ted
- screwed99
- Matt Ritter
- kamalasaurus
- Randy Carnevale
- Matthew Rocklin8
- Hristo
- Francis T. O'Donovan9
- Erin LeDell10
- David Cottrell
- Alex Fortin
- Adithya Balaji
- 1. Life Epigenetics, Inc.
- 2. University of Pennsylvania
- 3. USC
- 4. UW-Madison
- 5. @pointdotcom
- 6. University of Arizona
- 7. Freelancer
- 8. Anaconda
- 9. Hospital IQ
- 10. H2O.ai
Description
- Fix a bug causing that
max_time_minsparameter doesn't work whenuse_dask=Truein TPOT 0.9.5 - Now TPOT saves best pareto values best pareto pipeline s in checkpoint folder
- TPOT raises
ImportErrorif operators in the TPOT configuration are not available whenverbosity>2 - Thank @PGijsbers for the suggestions. Now TPOT can save scores of individuals already evaluated in any generation even the evaluation process of that generation is interrupted/stopped. But it is noted that, in this case, TPOT will raise this warning message:
WARNING: TPOT may not provide a good pipeline if TPOT is stopped/interrupted in a early generation., because the pipelines in early generation, e.g. 1st generation, are evolved/modified very limited times via evolutionary algorithm. - Fix bugs in configuration of
TPOTRegressor - Error fixes in documentation
Files
EpistasisLab/tpot-v0.9.6.zip
Files
(2.5 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:02f436910a04423a5bcfe229ab20e5ba
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2.5 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/EpistasisLab/tpot/tree/v0.9.6 (URL)