Skip to content

Latest commit

 

History

History
35 lines (27 loc) · 987 Bytes

README.md

File metadata and controls

35 lines (27 loc) · 987 Bytes
Raw

ML-Notebook

Karma of Humans is A.I.

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)
  • 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