https://github.com/afshinea/stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
https://github.com/afshinea/stanford-cs-221-artificial-intelligence

a-star artificial-intelligence bayesian-networks cheatsheet constraint-satisfaction-problem data-science markov-decision-processes

Last synced: 8 days ago
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VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

• Host: GitHub
• URL: https://github.com/afshinea/stanford-cs-221-artificial-intelligence
• Owner: afshinea
• License: mit
• Created: 2019-05-24T05:16:45.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-12-17T05:18:38.000Z (almost 5 years ago)
• Last Synced: 2024-10-16T06:21:59.388Z (about 2 months ago)
• Topics: a-star, artificial-intelligence, bayesian-networks, cheatsheet, constraint-satisfaction-problem, data-science, markov-decision-processes
• Homepage: https://stanford.edu/~shervine/teaching/cs-221/
• Size: 10.1 MB
• Stars: 2,577
• Watchers: 84
• Forks: 499
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-repositories - afshinea/stanford-cs-221-artificial-intelligence - VIP cheatsheets for Stanford's CS 221 Artificial Intelligence (Others)
• awesome-list - stanford-cs-221-artificial-intelligence - VIP cheatsheets for Stanford's CS 221 Artificial Intelligence. (Machine Learning Tutorials / Data Management)

README

        
# Artificial Intelligence cheatsheets for Stanford's CS 221

Available in [English](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/en) - [Français](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/fr) - [Türkçe](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/tr)

## Goal

This repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 221 Artificial Intelligence course, and include:

- **Cheatsheets** for each **artificial intelligence field**

- All elements of the above combined in an **ultimate compilation of concepts**, to have with you at all times!

## Content

#### VIP Cheatsheets

|||||

|:--:|:--:|:--:|:--:|

|Reflex-based models|States-based models|Variables-based models|Logic-based models|

#### Super VIP Cheatsheet

||

|:--:|

|All the above gathered in one place|

## Website

This material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-221), so that you can enjoy reading it from any device.

## Authors

[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University)