0.3.0 - 2022-07-31¶
This release switches from
Moreover, we remove all pipelines using deep feature synthesis.
0.2.0 - 2022-04-12¶
This release features a reorganization and renaming of
Draco pipelines. In addtion,
we update some of the dependencies for general housekeeping.
0.1.0 - 2022-01-01¶
First release on
Previous GreenGuard development¶
0.3.0 - 2021-01-22¶
This release increases the supported version of python to
3.8 and also includes changes
in the installation requirements, where
scikit-optimize packages have
been updated to support higher versions. This changes come together with the newer versions
run_benchmarkgenerating properly the
init_hyperparametersfor the pipelines.
Multiple benchmarking metrics allowed.
thresholdvalues allowed for the benchmark.
0.2.6 - 2020-10-23¶
mkdirwhen exporting to
csvfile the benchmark results.
Intermediate steps for the pipelines with demo notebooks for each pipeline.
Issue #50: Expose partial outputs and executions in the
0.2.5 - 2020-10-09¶
With this release we include:
run_benchmark: A function within the module
benchmarkthat allows the user to evaluate templates against problems with different window size and resample rules.
summarize_results: A function that given a
csvfile generates a
xlsxfile with a summary tab and a detailed tab with the results from
0.2.4 - 2020-09-25¶
Fix dependency errors
0.2.3 - 2020-08-10¶
Added benchmarking module.
0.2.2 - 2020-07-10¶
Added github actions.
Issue #27: Cache Splits pre-processed data on disk
0.2.1 - 2020-06-16¶
With this release we give the possibility to the user to specify more than one template when
creating a GreenGuardPipeline. When the
tune method of this is called, an instance of BTBSession
is returned and it is in charge of selecting the templates and tuning their hyperparameters until
achieving the best pipeline.
Resample by filename inside the
CSVLoaderto avoid oversampling of data that will not be used.
Select targets now allows them to be equal.
Fixed the csv filename format.
Upgraded to BTB.
Issue #33: Wrong default datetime format
Issue #35: Select targets is too strict
Issue #36: resample by filename inside csvloader
Issue #39: Upgrade BTB
Issue #41: Fix CSV filename format
0.2.0 - 2020-02-14¶
First stable release:
efficient data loading and preprocessing
initial collection of dfs and lstm based pipelines
optimized pipeline tuning
documentation and tutorials
First release on PyPI