Code Monkey home page Code Monkey logo

cs1571-introtoai-projects's Introduction

CS1571-IntroToAI-Projects

Programming projects for CS 1571 (Introduction to Artificial Intelligence), lectured by Dr. Litman at the University of Pittsburgh.

Introduction

This directory contains the programming sections of the assignments I completed for CS 1571 course in Fall 2017 at the University of Pittsburgh. There are four assignments in total, three of them contains programming sections.

Projects

Model three different applied problems as graph searches, and solve each with breadth-first, iterative-deepening, uniform-cost, greedy, and A* algorithms respectively.

Homework 2

Omitted as it does not contain a programming section.

Build a simplified FOL solver implementing forward-chaining algorithm.

Create a Naive Bayes classifier for detecting e-mail spam, and test it on a publicly available spam dataset using 5-fold cross-validation.

Disclaimer

If you are currently enrolled in CS 1571 at Pitt, please DO NOT use any code contained in this repository since it is likely a violation of course policies.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.