Skip to content
/ Machine-learning-lab Public

This repository contains several ML algorithms wriiten from scratch that are covered in ML lab.

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

aayush301/Machine-learning-lab

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
Exp1-libraries
Exp1-libraries
 
 
Exp10-linear-regression
Exp10-linear-regression
 
 
Exp11-ensemble-learning
Exp11-ensemble-learning
 
 
Exp12-algorithms-comparison
Exp12-algorithms-comparison
 
 
Exp2-data-preprocessing
Exp2-data-preprocessing
 
 
Exp3-decision-tree-id3
Exp3-decision-tree-id3
 
 
Exp4-decision-tree-c45
Exp4-decision-tree-c45
 
 
Exp5-decision-tree-cart
Exp5-decision-tree-cart
 
 
Exp6-ann
Exp6-ann
 
 
Exp7-naive-bayes
Exp7-naive-bayes
 
 
Exp8-knn
Exp8-knn
 
 
Exp9-kmeans
Exp9-kmeans
 
 
README.md
README.md
 
 

Repository files navigation

Machine Learning Algorithms

  1. ML libraries
  2. Data Preprocessing
  3. Decision Tree ID3 algorithm
  4. Decision Tree C4.5 algorithm
  5. Decision Tree CART algorithm
  6. ANN (Aritificial Neural Network)
  7. Naïve Bayesian classifier
  8. k-Nearest Neighbor algorithm
  9. k-Means clustering algorithm
  10. Linear Regression
  11. Ensemble learning Algorithms - AdaBoost and Bagging
  12. Algorithms comparison

About

This repository contains several ML algorithms wriiten from scratch that are covered in ML lab.

Topics

python linear-regression jupyter-notebook pandas naive-bayes-classifier artificial-neural-networks ensemble-learning adaboost data-preprocessing k-means-clustering k-nearest-neighbors decision-tree-id3 python-libraries stacking-ensemble bagging-ensemble model-training-and-evaluation ml-algorithms-from-scratch decision-tree-c45 decision-tree-cart

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages