ML-Notebook
ML-Notebook copied to clipboard
Karma of Humans is AI
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)
-
- 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