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A set of useful tools for competitive data science.

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Bumps [numpy](https://github.com/numpy/numpy) from 1.16.3 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

I tried the "heamy" module as shown in this example and it works as expected. https://github.com/rushter/heamy/blob/master/examples/walkthrough.ipynb I expected the line 24 to fail as Sequential class is not imported anywhere...

How it possible to set custom path for caching objects?

It is advised to use different feature sub-sets across the models for diversity. Is it possible using heamy?

@rushter , thanks for your library! Can you please add references (articles, etc.) describes which (exactly) algorithms heamy realizes? Thanks.

Heamy does not seem to support sparse matrices at the moment. When I create a dataset where `X_train` and `X_test` are scipy sparse matrices, I get the following error: ```...

Bumps [certifi](https://github.com/certifi/python-certifi) from 2019.3.9 to 2022.12.7. Commits 9e9e840 2022.12.07 b81bdb2 2022.09.24 939a28f 2022.09.14 aca828a 2022.06.15.2 de0eae1 Only use importlib.resources's new files() / Traversable API on Python ≥3.11 ... b8eb5e9 2022.06.15.1...

dependencies

Bumps [joblib](https://github.com/joblib/joblib) from 0.13.2 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies