Metadata-Version: 2.4
Name: aitk
Version: 3.0.4
Summary: Python tools for AI
Home-page: https://github.com/ArtificialIntelligenceToolkit/aitk
Author: Douglas Blank
License: BSD-3-Clause
Keywords: ai,artificial intelligence,robots,simulator,jupyter,python,machine learning,neural networks,keras,tensorflow
Platform: Linux
Platform: Mac OS X
Platform: Windows
Classifier: License :: OSI Approved :: BSD License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Framework :: Jupyter
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: Pillow
Requires-Dist: ipywidgets
Requires-Dist: tqdm
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: tensorflow>=2.17.0
Dynamic: author
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
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# aitk: Artificial Intelligence Toolkit

[![DOI](https://zenodo.org/badge/339135763.svg)](https://zenodo.org/badge/latestdoi/339135763)

This collection contains two things: an open source set of Python tools, and a set of computational essays for exploring Artificial Intelligence, Machine Learning, and Robotics. This is a collaborative effort started by the authors, building on almost a century of collective experience in education and research.

The code and essays are designed to require as few computing resources as necessary, while still allowing readers to experience first-hand the topics covered.

## Authors

* [Douglas Blank](https://github.com/dsblank/) - Emeritus Professor of Computer Science, Bryn Mawr College; Head of Research at [Comet.ml](https://comet.ml/)
* [Jim Marshall](http://science.slc.edu/~jmarshall/) - Professor in the Computer Science Department at Sarah Lawrence College
* [Lisa Meeden](https://www.cs.swarthmore.edu/~meeden/) - Professor in the Computer Science Department at Swarthmore College

## Computational Essays

Each computational essay is described at [Computational Essays](https://github.com/ArtificialIntelligenceToolkit/aitk/blob/master/ComputationalEssays.md). Our computational essays and a suggested sequencing through the notebooks can be found in the [notebooks folder](https://github.com/ArtificialIntelligenceToolkit/aitk/tree/master/notebooks) of this repo.

## Artifical Intelligence Toolkit

`aitk` is a Python package containing the following modules.

* [aitk]() - top level package
  * [aitk.robots](https://github.com/ArtificialIntelligenceToolkit/aitk/tree/master/docs/robots) - for exploring simulated mobile robots, with cameras and sensors
  * [aitk.algorithms](https://github.com/ArtificialIntelligenceToolkit/aitk/tree/master/docs/algorithms/) - for exploring algorithms
  * [aitk.networks](https://github.com/ArtificialIntelligenceToolkit/aitk/tree/master/docs/networks/) - for constructing and visualizing Keras deep learning models
  * [aitk.utils](https://github.com/ArtificialIntelligenceToolkit/aitk/tree/master/docs/utils/) - for common utilities

## AITK Community

For questions and comments, please use https://github.com/ArtificialIntelligenceToolkit/aitk/discussions/.
