lale
lale copied to clipboard
Library for Semi-Automated Data Science
Bumps [mistune](https://github.com/lepture/mistune) from 0.8.4 to 2.0.3. Release notes Sourced from mistune's releases. Version 2.0.2 Fix escape_url via lepture/mistune#295 Version 2.0.1 Fix XSS for image link syntax. Version 2.0.0 First release...
Update to the latest sklearn version (undo PR #1105).
There are 43 operators that exist in both lale.lib.autogen and lale.lib.sklearn. This overlap is problematic, because it can lead to unexpected behavior depending on the order of imports, and users...
It looks like `packaging` needs to be added to Lale's dependency list. See following example: ``` $ conda create -n lale-test python=3.7 $ conda activate lale-test $ pip install lale...
There is an existing ad-hoc set of tests for our our optimizers. We should factor out a standard set of tests that are generic over the choice of optimizer, that...
It could be nice if when we create a new operator with a `fit` and a `transform` method, the function`operators.make_operator` automatically adds a `fit_transform` method with the following implementation (it...
It would be nice if the user could provide a pipeline with more preprocessing subpipelines than necessary. For example, if a pipeline contains a branch with one-hot encoding for string...
[This](https://github.com/IBM/lale/blob/master/test/test_autoai_ts_libs.py#L984) test case fails on a recently added autoai_ts_libs wrapper.
Hyperopt 0.2.6 was released on November 15: https://pypi.org/project/hyperopt/0.2.6/ Unfortunately, it breaks many Lale tests: https://github.com/IBM/lale/actions/runs/1467468837 For example, the failures include some very basic tests such as: - test.test_core_transformers.TestFeaturePreprocessing.test_MinMaxScaler - test.test_core_transformers.TestFeaturePreprocessing.test_PCA...