git clone https://github.com/getmrinal/ML-Notebook.git
This Repository includes:
- Python Introduction
- Machine Learing tools
sklearnmatplotlibpandasnumpy - Intro to machine learning on
titaninc dataset - Regression Algorithms
Linear RegressionMultivariable RegressionGradient DescentSupport Vector Regressor(SVR)
- Classifiers
- Measures
Confusion MetricsscoreClassification Report - Algorithms
Decision TreeRandom ForestNaive BayesK-nearest-neighbours(KNN)Support Vector Machine(SVM)Principle Component Analysis(PCA)
- Measures
- Projects
- Text Classification using Multinomial Naive Bayes
- Car Price Prediction based on Used Car Dataset
More Algorithms and projects will be updating soon!
MIT License
Copyright (c) 2018 Mrinal Chandra