sklearnk 0.1.0

A collection of AI & ML lab programs

sklearnk

A collection of AI & ML lab programs extracted from the ScalarVerse project.

Installation

pip install .

For Older Computers

If pip is not working or if the computer is very old, you can use the traditional setup script:

python setup.py install

Usage

Each program is exposed as a function in the sklearnk package. You can run them sequentially:

import sklearnk

# Run Tic Tac Toe
sklearnk.program1()

# Run Alpha Beta Pruning
sklearnk.program2()

# Run 8 Puzzle (A* Algorithm)
sklearnk.program3()

# Run Hill Climbing
sklearnk.program4()

# Run Logistic Regression
sklearnk.program5()

# Run Naive Bayes
sklearnk.program6()

# Run K-Nearest Neighbors
sklearnk.program7()

# Run K-Means Clustering
sklearnk.program8()

# Run Logistic Regression (sklearn version)
sklearnk.program9()

# Run Naive Bayes (sklearn version)
sklearnk.program10()

# Run KNN (sklearn version)
sklearnk.program11()

# Run K-Means (sklearn version)
sklearnk.program12()

Programs Included

1. program1: Tic Tac Toe (Minimax)
2. program2: Alpha Beta Pruning
3. program3: 8 Puzzle (A* Algorithm)
4. program4: Hill Climbing
5. program5: Logistic Regression (from scratch)
6. program6: Naive Bayes (from scratch)
7. program7: K-Nearest Neighbors (from scratch)
8. program8: K-Means Clustering (from scratch)
9. program9: Logistic Regression (using sklearn)
10. program10: Naive Bayes (using sklearn)
11. program11: KNN (using sklearn)
12. program12: K-Means (using sklearn)