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https://github.com/wesleey/python-artificial-intelligence

Search, Knowledge, Uncertainty, Optimization, Learning, Neural Networks and Language.
https://github.com/wesleey/python-artificial-intelligence

a-star-search adversarial-search alpha-beta-pruning artificial-intelligence breadth-first-search depth-first-search depth-limited-search informed-search minimax python search-algorithm uninformed-search

Last synced: about 1 month ago
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Search, Knowledge, Uncertainty, Optimization, Learning, Neural Networks and Language.

Host: GitHub
URL: https://github.com/wesleey/python-artificial-intelligence
Owner: wesleey
Created: 2024-05-18T21:55:39.000Z (8 months ago)
Default Branch: main
Last Pushed: 2024-05-22T16:55:45.000Z (8 months ago)
Last Synced: 2024-05-23T02:45:55.391Z (8 months ago)
Topics: a-star-search, adversarial-search, alpha-beta-pruning, artificial-intelligence, breadth-first-search, depth-first-search, depth-limited-search, informed-search, minimax, python, search-algorithm, uninformed-search
Language: Python
Homepage:
Size: 188 KB
Stars: 2
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Python Artificial Intelligence

## Search

  - **Uninformed**

    - [Depth-First Search (DFS)](./search/uninformed/depth-first/)

    - [Breadth-First Search (DFS)](./search/uninformed/breadth-first/)

  - **Informed**

    - [Greedy Best-First Search (GBFS)](./search/informed/greedy-best-first/)

    - [A*](./search/informed/a-star/)

  - **Adversarial**

    - [Minimax](./search/adversarial/minimax/)

    - [Alpha-Beta Pruning](./search/adversarial/alpha-beta-pruning/)

    - [Depth-Limited Minimax](./search/adversarial/depth-limited-minimax/)

## Knowledge

  - **Propositional Logic**

    - [Inference](./knowledge/propositional-logic/inference/)

## Uncertainty

  - **Markov Chain**

    - [PageRank](./uncertainty/markov-chain/pagerank/)

  - **Bayesian Network**

    - [Heredity](./uncertainty/bayesian-network/heredity/)

## Optimization

  - **Constraint Satisfaction**

    - [Crossword](./optimization/constraint-satisfaction/crossword/)

## Learning

  - **Machine Learning**

    - [K-Nearest Neighbors (KNN)](./learning/machine-learning/k-nearest-neighbors/)

    - [Q-learning](./learning/machine-learning/q-learning/)