📁 data science

Scikit Learn

Python machine learning library

#machine learning
#data analysis
#Python
Scikit Learn

Product Details

scikit-learn is a simple and efficient machine learning library that provides a rich set of machine learning algorithms and tools that can be used for classification, regression, clustering, dimensionality reduction and other tasks. It is built on NumPy, SciPy and matplotlib and features ease of use, superior performance and reusability. scikit-learn is open source and available for commercial use under the BSD license.

Main Features

1
Classification: Identify the category to which the object belongs
2
Regression: Predicting continuous-valued attributes associated with objects
3
Clustering: automatically group similar objects
4
Dimensionality reduction: reducing the number of random variables considered
5
Model selection: compare, validate, and select parameters and models
6
Preprocessing: feature extraction and normalization
7
etc.

Target Users

Used in data analysis, predictive modeling, image recognition and other fields

Quick Access

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Categories

📁 data science
› Development and Tools
› Model training and deployment

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