sodiumchlorideteam/sodiumchloride

Explore , Experiment with data science and machine learning.

sodiumchloride

Project name : sodium chloride
objective : Explore,Experiment your data with datascience and machine learning
version : beta 0.1.3
released on : 13/12/2021
last update : 07/01/2022
official website : https://sodiumchloride.in
official email : [email protected] , [email protected]
developers contact : [email protected] used : HTML,CSS,JS,jQuery,Php,Python
Heart : Php and Python
Python libraries : numpy,pandas,scikit-learn,matplotlib,plotly and their requirement libraries
tested environments : xampp 8.0.13 Windows , xampp 8.0.13 Linux ubuntu 20.04

♥ from India

GET STARTED
1.Download the Package and Extract in your server directory

Tools:

1.Data visualization:
     To create the graphs
  tool command:
      GraphName->x,y
  available graphs:
      1.Line
      2.Line_markers
      3.Line_fill
      4.Line_fill_markers
      5.Pie
      6.Scatter
      7.Bar
      8.Stacked_bar
      9.Horizontal_bar
      10.Histogram
      
 2.Statistics:
        To make statistical operations with the data.
   tool command:
        Method->x
   available methods:
        1.Mean
        2.Median
        3.Mode
        4.Std_deviation (Standard deviation)
        5.Variance
        
  3.Linear regression:
      To create linear model
    tool command:
      Feature_x,Feature_y->given_value,? ( Prediction dependant on x )
                 OR
      Feature_x,Feature_y->?,given_value  ( Prediction dependant on y )
      
   4.Polynomial regression:
      To create polynomial model
    tool command:
      Feature_x,Feature_y->given_value,? ( Prediction dependant on x )
                 OR
      Feature_x,Feature_y->?,given_value  ( Prediction dependant on y )

2.Accessing via command line interface :

      Usage:
      php sodium [<command>]
      Help :
      php sodium --help
      Tools :
      php sodium --tool linear_regression <file_name> [tool_command]
      php sodium --tool polynomial_regression <file_name> [tool_command]
      php sodium --tool statistics <file_name> [tool_command]
      php sodium --tool datavisualization <file_name> [tool_command]