Python Scikit-learn lets users perform various machine learning tasks and provides a means to implement machine learning in Python. It needs to work with Python scientific and numerical libraries, namely, Python SciPy and Python NumPy, respectively. It’s basically a SciPy toolkit that features vari...
Applications: Transforming input data such as text for use with machine learning algorithms. Algorithms: Preprocessing, feature extraction, and more... Examples News On-going development: scikit-learn 1.7 (Changelog). January 2025. scikit-learn 1.6.1 is available for download (Changelog). December ...
Applications:Transforming input data such as text for use with machine learning algorithms. Algorithms:Preprocessing,feature extraction, andmore... Examples News On-going development:scikit-learn 1.7 (Changelog). January 2025.scikit-learn 1.6.1 is available for download (Changelog). ...
翻译自:Scikit Learn:Machine Learning in Python 作者: Fabian Pedregosa, Gael Varoquaux 先决条件 Numpy, Scipy 警告:在0.9版中(2011年9月发行),scikit-learn的导入路径从scikits.learn更改为sklearn 载入示例数据 首先我们载入一些用来玩耍的数据。我们将使用的数据是非常简单的著名的花朵数据——安德森鸢尾花卉数据...
"Scikit-learn: Machine Learning in Python". In: Journal of Ma- chine Learning Research 12 (2011), pp. 2825-2830.Pedregosa, F.; Varoquaux, G.; Gramfort, A.; Michel, V.; Thirion, B.; Grisel, O.; Blondel, M.; Prettenhofer, P.; Weiss, R.; Dubourg, V.; Vanderplas, J.; ...
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Applications: Transforming input data such as text for use with machine learning algorithms. Algorithms: Preprocessing, feature extraction, and more... Examples News On-going development: scikit-learn 1.7 (Changelog). January 2025. scikit-learn 1.6.1 is available for download (Changelog). December ...
scikit-learnis a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license. The project was started in 2007 by David Cournapeau as a Google Summer of Code project, and since then many volunteers have contributed. See theAbout uspage for a...
官方的解释很简单: Machine Learning in Python, 用python来玩机器学习。 什么是机器学习 机器学习关注的是:计算机程序如何随着经验积累自动提高性能。而最大的吸引力在于,不需要写任何与问题相关的特定代码,泛型算法就能告诉你一些关于数据的秘密。 Scikit-learn的优点 ...