@flennerhag flennerhag released this Oct 30, 2018

Assets 2
  • Pandas compatibility
  • Ensembles for time series
  • Softer parameter checks
  • Bug fixes

@flennerhag flennerhag released this Feb 20, 2018 · 45 commits to 0.2.X since this release

Assets 2
  • Param change check errors fixed
  • Param change raise warning
  • Minor bug fixes
  • Copyright

@flennerhag flennerhag released this Nov 5, 2017 · 77 commits to master since this release

Assets 2

Introducing the computational graph backend. Version 0.2.0 implements the Learner-Transformer API, which generalizes the backend and expands the low-level API.

Version 0.2.1. includes critical a patch for model selection.

Nov 1, 2017
[MRG] Docs
Updated documentation

@flennerhag flennerhag released this Nov 1, 2017 · 2 commits to 0.1.X since this release

Assets 2
Merge pull request #50 from flennerhag/dev

0.1.6

@flennerhag flennerhag released this Jul 27, 2017 · 22 commits to 0.1.X since this release

Assets 2
  • Bug fixes
  • Print messages during estimation
  • Clear cache

@flennerhag flennerhag released this Jul 25, 2017 · 41 commits to 0.1.X since this release

Assets 2
  • Fixed model selection random draw argument bug

@flennerhag flennerhag released this Jul 18, 2017 · 50 commits to 0.1.X since this release

Assets 2
  • Possible to set environmental variables
  • multiprocessing default backend
  • spawn as default start method for parallel jobs (w. multiprocessing)
  • Possible to specify y as partition input in clustered subsumable partitioning
  • Minor bug fixes
  • Refactored backend for streamlined front-end feature development

@flennerhag flennerhag released this Jul 13, 2017 · 97 commits to 0.1.X since this release

Assets 2

Updates

  • Prediction array dtype option (default=float32)
  • Feature propagation
  • Clustered subsemble partitioning
  • No memmaps passed to estimators (only ndarray views)
  • Threading as default global backend (changeable through mlens.config.BACKEND)
  • Global configuration (mlens.config)
  • Optional specification of temporary directory
  • Scoring exception handling

@flennerhag flennerhag released this May 30, 2017 · 161 commits to 0.1.X since this release

Assets 2

Increased array checks, update of visualization APIs.