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🔥aizoo🔥

Install

pip install aizoo -U

Docs

Usages

OOF models

from aizoo.tab.models import TabNetClassifier
from sklearn.datasets import make_regression, make_classification
from sklearn.metrics import r2_score, roc_auc_score

X, y = make_classification(n_samples=10000)

TabNetClassifier().run(X, y, feval=roc_auc_score)

Hyperparameter optimization: search_space

from aizoo.tuner.optimizers import LGBOptimizer, F1Optimizer
from sklearn.datasets import make_regression, make_classification

X, y = make_classification(n_samples=1000)
opt = LGBOptimizer('search_space.yaml',  X, y)
best_params = opt.optimize(100)
opt.plot()

newplot

TODO

======= History

0.0.0 (2021-09-04)

  • First release on PyPI.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for 18550288233 from gravatar.com 18550288233

Credits

Author: Betterme

License

MIT License (MIT license)

Requires

Python >=3.6

Tags

aizoo

Classifiers

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2022.11.1.17.47.51 This release

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