Metadata-Version: 2.1
Name: prevhlib
Version: 0.0.5
Summary: A data analysis library for data mining.
Home-page: https://github.com/JCGCosta
Author: Júlio César Guimarães Costa
Author-email: juliocesargcosta123@gmail.com
License: GNU General Public License v3 (GPLv3)
Description: # Prevh
        This is a python data mining library. 
        
        # Installing
        Package Documentation: https://pypi.org/project/prevhlib/
        
        Installing with pip: pip install prevhlib
        
        # Usage
        
        ## Dataset File sample
        
        ```text
        axis1,axis2,axis3,result,relevance
        10,10,10,Azul,1.0
        15,15,15,Azul,1.0
        20,20,20,Azul,1.0
        45,45,45,Verde,1.0
        50,50,50,Verde,1.0
        55,55,55,Verde,1.0
        80,80,80,Vermelho,1.0
        85,85,85,Vermelho,1.0
        90,90,90,Vermelho,1.0
        ```
        
        ## Python sample:
        
        ```python
        import prevh as ph
        # create the dataset
        dataset = ph.datasetfromCSV("C:/trainingdata.csv", ",")
        # executes the prediction for the follow information
        predictions = dataset.predict([[11, 11, 11], [32, 32, 32], [91, 91, 91]], kNeighbors=6)
        # to see how the normalization was made in the data set (Output = pandas.DataFrame)
        print(predictions.predict_data)
        # to see the prediction results (Output = list)
        print(predictions.predict_results)
        ```
        
        Change Log
        ===============
        
        0.0.5 (29/09/2021)
        ------------------
        - First Release
Keywords: DataMining
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Operating System :: Microsoft :: Windows :: Windows 10
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Programming Language :: Python :: 3.8
Description-Content-Type: text/markdown
