Metadata-Version: 2.1
Name: prevhlib
Version: 0.0.6
Summary: A data analysis library for data mining.
Home-page: https://github.com/JCGCosta/Prevh
Author: Júlio César Guimarães Costa
Author-email: juliocesargcosta123@gmail.com
License: GNU General Public License v3 (GPLv3)
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
License-File: LICENSE

# 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,cluster,relevance
10,10,10,Blue,1.0
15,15,15,Blue,1.0
20,20,20,Blue,1.0
45,45,45,Green,1.0
50,50,50,Green,1.0
55,55,55,Green,1.0
80,80,80,Red,1.0
85,85,85,Red,1.0
90,90,90,Red,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
===============

0.0.6 (29/09/2021)
------------------
- First Release

