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# Patching CVE-2007-4559 Hi, we are security researchers from the Advanced Research Center at [Trellix](https://www.trellix.com). We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a...

TrellixVulnTeam

Fixes for scikit-learn 0.24

1

gfournier

Issue identified when running automlbenchmark on adult census dataset: https://www.openml.org/d/1590

gfournier

Optimization errors from LogisticRegression are not reported

1

Fit model ends with when an optimization error occurs during LogisticRegression fit: ``` in _check_optimize_result ).format(solver, result.status, result.message.decode("latin1")) AttributeError: 'str' object has no attribute 'decode' ``` https://github.com/scikit-optimize/scikit-optimize/issues/981

gfournier

Refactoring of the auto machine learning module

fabien-vavrand

Traceback: ``` --------------------------------------------------------------------------- ImportError Traceback (most recent call last) in ----> 1 from aikit.ml_machine.default import get_default_pipeline 2 from aikit.pipeline import GraphPipeline 3 from aikit.transformers import TruncatedSVDWrapper 4 from aikit.transformers.text import...

gfournier

Doc gpipeline advanced

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WIP Documentation on some advanced functionnalities of the GraphPipeline

LionelMassoulard

Add sklearn HistGradientBoostingClassifier to auto-ml

2

https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html

LionelMassoulard

automl doesn't work if original data is not a numpy array

1

LionelMassoulard

NumericalEncoder currently encodes categories to integers, without considering the integer type. Downcasting integers to int8 or int16 when possible could sometimes significantly reduce memory and avoid some memory overhead. import...

fabien-vavrand