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kbdharun / AIDS-Lab Public archive

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This repository contains the programs that I worked out in Artificial Intelligence and Data Science lab

Unlicense license

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Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
.devcontainer		.devcontainer
.github/workflows		.github/workflows
ANOVA		ANOVA
Alpha-Beta-Tree-Search		Alpha-Beta-Tree-Search
Assignment		Assignment
Astar-search		Astar-search
CSP		CSP
GBFS		GBFS
Linear-Regression		Linear-Regression
Local-Search-Algorithms		Local-Search-Algorithms
Logistic-Regression		Logistic-Regression
Random-Sampling		Random-Sampling
SMAstar		SMAstar
Searching-Algorithms		Searching-Algorithms
alternative_codes		alternative_codes
.gitattributes		.gitattributes
.gitignore		.gitignore
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
requirements.txt		requirements.txt

Repository files navigation

AI-DS-lab

Open In Colab

Index

Artificial Intelligence Experiments

Searching Algorithms
A* Algorithm
Greedy Best First Search Algorithm
SMA* Algorithm (Pseudocode)
Local Searching Algorithms
Alpha Beta Pruning Search Algorithm (Pseudocode)
Constraint Satisfaction Problems

Data Science Experiments

Random Sampling
- Z-Test
- T-Test
Regression
- Linear Regression
- Logistic Regression
ANOVA

Alternative Codes

Path finding using A* Algorithm
Alpha Beta Pruning (Complete)
Random Sampling
- Random Sampling & Basic Z-Test
- Z-Test using an existing dataset
Regression
- Linear Regression