Metadata-Version: 2.1
Name: aizoo
Version: 2022.4.26.16.44.40
Summary: ai tools
Home-page: https://github.com/Jie-Yuan/aizoo
Author: Betterme
Author-email: yuanjie@example.com
License: MIT license
Keywords: aizoo
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
License-File: AUTHORS.rst

![image](https://img.shields.io/pypi/v/aizoo.svg) ![image](https://img.shields.io/travis/Jie-Yuan/aizoo.svg) ![image](https://readthedocs.org/projects/aizoo/badge/?version=latest)

<h1 align = "center">🔥aizoo🔥</h1>

---
# Install
```
pip install aizoo -U
```

# [Docs](https://jie-yuan.github.io/aizoo)

# Usages
## OOF models
```python
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][1]
```python
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](https://tva1.sinaimg.cn/large/008i3skNgy1guiih927a2j60rd0el75102.jpg)

---
# TODO

---
[1]: ./aizoo/tuner/search_space



=======
History
=======

0.0.0 (2021-09-04)
------------------

* First release on PyPI.


