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abmhamdi/jlai-p1

By abmhamdi

Updated about 9 hours ago

Artificial Intelligence Labs - Part 1 @ ISETBZ

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Machine learning & AI
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abmhamdi/jlai-p1 repository overview

Fuzzy Logic and Neural Networks with Julia

This repository contains slides, labs and code examples for using Julia to implement some artificial intelligence related algorithms. Codes run on top of a Docker image, ensuring a consistent and reproducible environment.

JLAI-CI Docker Version Docker Pulls Docker Stars

To run the code, you will need to first pull the Docker image by running the following command:

docker pull abmhamdi/jlai-p1

This may take a while, as it will download and install all necessary dependencies.

How to control the containers:

  • docker-compose up starts the container
  • docker-compose down stops and destroys the container

Services can be run by typing the command docker-compose up. This will start the Jupyter Lab on http://localhost:2468, and you should be able to use Julia from within the notebook by starting a new Julia notebook. You can parallelly start Pluto on http://localhost:1234.

Included Algorithms

The repository includes implementation of the following algorithms:

  1. Fuzzy Inference System (FIS)
  2. Fuzzy Logic Controller
  3. ANN

Prerequisites

You will need to have Docker installed on your machine. You can download it from the Docker website.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Tag summary

Content type

Image

Digest

sha256:7a28d88ae

Size

1.3 GB

Last updated

about 9 hours ago

docker pull abmhamdi/jlai-p1