Shanbalilei

-> A Machine Learning Library written in C++ -> By Syed Abeer Hussain, BilluMeow -> Co-Owners : Wasif Khan, Khubaib Alam, Ayesha Anwar, S. Baqar Ali Zaidi, S.M. Mohtashim Ahsan

To Run :

g++ -o main DecisionTree.cpp MachineLearningModel.cpp Shanbalilei.cpp LogisticRegression.cpp KNearestNeighbour.cpp main.cpp ./main

Functionalities:

ML Models:

Decision Tree

Logistic Regression

Linear Regression

K Nearest Neighbour

Extracting Trained Model into a File

Reading From csv

Handling String data

Partitioning Data

Feature Manipulation & Things:

Mean

Standard Deviation

Minimum

Maximum

Normalization

Standardization

Feature Removal

Accuracy Checker

Root Mean Square Calculator

Generalized Artitechture

Can Create and implement new Models very Easily