pyprojroot | Finding project directories in Python
kandi X-RAY | pyprojroot Summary
kandi X-RAY | pyprojroot Summary
Finding project directories in Python (data science) projects, just like there R rprojroot and here packages
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Top functions reviewed by kandi - BETA
- Return the path to the project directory .
- Return path to project root .
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pyprojroot Examples and Code Snippets
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QUESTION
I want to optimize my HPO of my lightgbm model. I used a Bayesian Optimization process to do so. Sadly my algorithm fails to converge.
MRE
...ANSWER
Answered 2022-Mar-21 at 22:34This is related to a change in scipy 1.8.0,
One should use -np.squeeze(res.fun)
instead of -res.fun[0]
https://github.com/fmfn/BayesianOptimization/issues/300
The comments in the bug report indicate reverting to scipy 1.7.0 fixes this,
It seems the fix is been proposed in the BayesianOptimization package: https://github.com/fmfn/BayesianOptimization/pull/303
But this has not been merged and released yet, so you could either:
- fall back to scipy 1.7.0
- use the forked github version of BayesianOptimization with the patch (https://github.com/samFarrellDay/BayesianOptimization)
- apply the patch in issue 303 manually on your system
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install pyprojroot
You can use pyprojroot like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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