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 : official@sodiumchloride.in , sodiumchloride.in@gmail.com
developers contact : marimuthu@sodiumchloride.in
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]