mlo2 v0.0.1

OxygenJS

Hello Every One I'm a :heart:er who is trying to bulid Machine Learning libaray in , I really excited to create Machine Learning Library in JavaScript

What you need to do

If you are interested to contribute here, please visit this page !!!

prerequisite

we need only one libraries as the preprequisites

:point_right: mathjs

npm install mathjs

Guide to Install

• :point_right: Installations

Working with Data

data is the containing of the inbuilt datasets, you can wotk with the datasets directly from the repository

Engine is about containing the many types of the Files, loading the data, preprocessing the data, textCount...

• :point_right: data

• :point_right: Engine

* :point_right: Load   

    * [textLoad](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#load)

* :point_right: Preprocessing  

    * [TypeConvertor](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#typeconvertor)
    * [ColumnsMean](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#columnsmean)
    * [StandardScaler](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#standardscaler)
    * [StandardDeviation](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#standarddeviation)
    * [LabelEncoder](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#labelencoder)
    * [shuffleArray](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#shufflearray)
    * [train_test_split](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#train_test_split)
    * [featuresAndLabels](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#featuresandlabels) 
                                                
* :point_right: textCount       

    * [textCount](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#textcount)    

* :point_right: metrices

    * [SquareError](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#squared-error)
    * [MeanSquaredError](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#mean-square-error)
    * [MeanAbsoluteError](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#mean-absolute-error)
    * [RootMeanSquareError](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#root-mean-square-error)
    * [MeanSquareLogError](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#mean-square-log-error)
    * [r2_Score](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#r2-score)
    * [AccuracyScore](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#accuracy-score)
    * [ConfusionMatrix](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#confusion-matrix)
    * [Recall](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#recall)
    * [Precision](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#precision)
    * [f1_Score](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#f1_score)
    * [Classification_report](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/metrices.md#classification-report)

* :point_right: Gradient Decent

    * [Gradient Decent Algorithm](https://github.com/saichandrareddy1/OxygenJS/blob/master/Docs/Engine.md#gradient-decent) 

Numerical JavaScript

Here we are going to deal with many mathmatical functions by using JS Linearalgebra, n dimentional data etc...

• :point_right: LinalgJS

  • :point_right: determinant
    • :point_right: det function
    • :point_right: invDet
  • :point_right: mat
    • :point_right: mat
    • :point_right: dot
    • :point_right: vdot
    • :point_right: identity
    • :point_right: eye

    • :point_right: inner

• :point_right: ndJS

  • :point_right: array_split
  • :point_right: linSpace
  • :point_right: ndArithmetic
  • :point_right: ndMul
  • :point_right: ndOnes
  • :point_right: ndZeros
  • :point_right: ndRandom
  • :point_right: ndRange
  • :point_right: ndReshape
  • :point_right: ndSearch
  • :point_right: ndSearchSort

Machine Learning Library

:point_right: Regression
:point_right: Classification
:point_right: clustering

Connect with me

Connect with me on Community

NameError.ai Comminity :- https://community.nameerror.ai/members/saireddy/

How to motivate me

Give a Star :star::star::star:

:point_right: Feel free to give a star for the repository :star::star::star:

Documentation

Now Numerical was going to Update By Agust 15th,Very soon will release with all the ML algorithmns :v::v::v:

Thanks :pray::pray::pray: