vecstack
Advanced tools
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| Metadata-Version: 2.4 | ||
| Name: vecstack | ||
| Version: 0.5.1 | ||
| Version: 0.5.2 | ||
| Summary: Python package for stacking (machine learning technique) | ||
@@ -5,0 +5,0 @@ Home-page: https://github.com/vecxoz/vecstack |
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@@ -21,6 +21,6 @@ [](https://pypi.python.org/pypi/vecstack) | ||
| * Use any sklearn-like estimators | ||
| * Perform [classification and regression](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L85) tasks | ||
| * Predict [class labels or probabilities](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L121) in classification task | ||
| * Apply any [user-defined metric](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L126) | ||
| * Apply any [user-defined transformations](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L89) for target and prediction | ||
| * Perform [classification and regression](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L87) tasks | ||
| * Predict [class labels or probabilities](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L123) in classification task | ||
| * Apply any [user-defined metric](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L128) | ||
| * Apply any [user-defined transformations](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L91) for target and prediction | ||
| * Python 3.9+, [unofficial support for Python 2.7 and 3.4](https://github.com/vecxoz/vecstack/blob/master/PY2.md) | ||
@@ -48,3 +48,3 @@ * Win, Linux, Mac | ||
| * [Functional API](https://github.com/vecxoz/vecstack/blob/master/vecstack/core.py#L133) or type ```>>> help(stacking)``` | ||
| * [Scikit-learn API](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L66) or type ```>>> help(StackingTransformer)``` | ||
| * [Scikit-learn API](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L68) or type ```>>> help(StackingTransformer)``` | ||
@@ -51,0 +51,0 @@ # Installation |
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@@ -12,3 +12,3 @@ #! /usr/bin/env python | ||
| setup(name='vecstack', | ||
| version='0.5.1', | ||
| version='0.5.2', | ||
| description='Python package for stacking (machine learning technique)', | ||
@@ -15,0 +15,0 @@ long_description=long_desc, |
| Metadata-Version: 2.4 | ||
| Name: vecstack | ||
| Version: 0.5.1 | ||
| Version: 0.5.2 | ||
| Summary: Python package for stacking (machine learning technique) | ||
@@ -5,0 +5,0 @@ Home-page: https://github.com/vecxoz/vecstack |
@@ -41,3 +41,3 @@ """Python package for stacking (machine learning technique) | ||
| __license__ = 'MIT' | ||
| __version__ = '0.5.1' | ||
| __version__ = '0.5.2' | ||
@@ -44,0 +44,0 @@ __all__ = ['stacking', 'StackingTransformer'] |
@@ -81,2 +81,4 @@ """Scikit-learn compatible API for stacking. | ||
| Note. Dropping individual estimators using 'drop' is not supported. | ||
| Note. According to sklearn convention for binary classification | ||
@@ -83,0 +85,0 @@ task with probabilities estimator must return probabilities |
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