Metadata-Version: 2.1
Name: xslearn
Version: 0.0.5
Summary: A machine learning toolkit implemented by Python.
Home-page: https://github.com/eLeVeNnN/xslearn
Author: Eleven
Author-email: eleven_1111@outlook.com
Maintainer: Eleven
Maintainer-email: eleven_1111@outlook.com
License: MIT License
Description: # xslearn
        
        xslearn is a machine learning toolkit implemented by Python. (keep updating...)
        
        ## model examples(below are implemented models)
        
        **- linear_model**
        
        * [Perceptron](https://github.com/eLeVeNnN/xslearn/blob/master/examples/Perceptron.md)
        * [Logistic Regression](https://github.com/eLeVeNnN/xslearn/blob/master/examples/logistics%20regression.md)
        
        
        
        **- neighbors**
        
        + [KNeighborsClassifier](https://github.com/eLeVeNnN/xslearn/blob/master/examples/KNeighborsClassifier.md)
        
        
        
        **- naive_bayes**
        
        + [NaiveBayes](https://github.com/eLeVeNnN/xslearn/blob/master/examples/NaiveBayes.md)
        
        + [GaussianNaiveBayes](https://github.com/eLeVeNnN/xslearn/blob/master/examples/NaiveBayes.md)
        
          
        
        **- svm**
        
        + [SVC](https://github.com/eLeVeNnN/xslearn/blob/master/examples/Support%20vector%20machine.md)
        
        
        
        **- tree**
        
        + [DecisionTreeClassifier](https://github.com/eLeVeNnN/xslearn/blob/master/examples/DecisionTreeClassifier.md)
          + ID3
          + C4.5
          + Cart
        + DecisionTreeRegressor
        
        
        
        **- ensemble**
        
        + [Boosting]()
        
          + AdaboostClassifier
        
        + Bagging
        
          + BaggingClassifier
          + BaggingRegressor
          + [RandomForestClassifier](https://github.com/eLeVeNnN/xslearn/blob/master/examples/RandomForestClassifier.md)
          + RandomForestRegressor
        
          
Platform: all
Classifier: Development Status :: 4 - Beta
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: Implementation
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Software Development :: Libraries
Description-Content-Type: text/markdown
