git clone https://github.com/getmrinal/ML-Notebook.git
This Repository includes:
- Python Introduction
- Machine Learing tools
sklearn
matplotlib
pandas
numpy
- Intro to machine learning on
titaninc dataset
- Regression Algorithms
Linear Regression
Multivariable Regression
Gradient Descent
Support Vector Regressor(SVR)
- Classifiers
- Measures
Confusion Metrics
score
Classification Report
- Algorithms
Decision Tree
Random Forest
Naive Bayes
K-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