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aitk-1.0.9
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مشاهده بیشترتوضیحات
Python tools for AI
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | aitk-1.0.9 |
| نام | aitk |
| نسخه کتابخانه | 1.0.9 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Douglas Blank |
| ایمیل نویسنده | - |
| آدرس صفحه اصلی | https://github.com/ArtificialIntelligenceToolkit/aitk |
| آدرس اینترنتی | https://pypi.org/project/aitk/ |
| مجوز | BSD-3-Clause |
# aitk: Artificial Intelligence Toolkit
[](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://cs.brynmawr.edu/~dblank/) - 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
## Contributors
Please feel free to contribute to this collection: https://github.com/ArtificialIntelligenceToolkit/aitk
* Your Name Here
## Computational Essays
Each computational essay is described at [Computational Essays](https://github.com/ArtificialIntelligenceToolkit/aitk/blob/master/ComputationalEssays.md).
## Python tools
`aitk` is a virtual Python package containing the following modules.
* [aitk]() - top level virtual package; install this to get all of the following
* [aitk.robots](https://github.com/ArtificialIntelligenceToolkit/aitk.robots/) - Python package for exploring simulated mobile robots, with cameras and sensors
* [aitk.algorithms](https://github.com/ArtificialIntelligenceToolkit/aitk.algorithms/) - Python package for exploring algorithms
* [aitk.networks](https://github.com/ArtificialIntelligenceToolkit/aitk.networks/) - Python package for constructing and visualizing Keras deep learning models
* [aitk.utils](https://github.com/ArtificialIntelligenceToolkit/aitk.utils/) - Python package for common utilities
### Python Installation
We recommend using `miniconda` for running Jupyter Notebooks locally on your computer. However, you can also skip this and run the Computational Essays on other services, such as Google's Colab. To use `miniconda`:
1. First install [miniconda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html)
2. Next, activate your base environment: `source ~/miniconda/bin/activate`
3. Create a Python 3.8 conda environment: `conda create --name py38 python=3.8`
4. Activate it: `conda activate py38`
You only need to do step 1 once. To get out of conda, back to your regular system:
* `conda deactivate` (will get out of py38)
* `conda deactivate` (will get out of base environment)
### Software Installation
After activating your conda environment:
1. `pip install "aitk.robots[jupyter]"` (installs all of the aitk.robots requirements to run in Jupyter Lab 3.0)
2. `pip install pandas tensorflow numpy matplotlib tqdm ipycanvas` (some things you might want)
#### Jupyter Installation
If you want to work in notebooks and jupyter lab:
1. `pip install jupyterlab`
2. `jupyter labextension install @jupyter-widgets/jupyterlab-manager ipycanvas`
3. `jupyter lab` starts it up, opens browser window
## AITK Community
For questions and comments, please use https://github.com/ArtificialIntelligenceToolkit/aitk/discussions/
نیازمندی
| مقدار | نام |
|---|---|
| >=0.2.2 | aitk.algorithms |
| >=0.9.43 | aitk.robots |
| >=0.5.1 | aitk.networks |
| >=0.6.5 | aitk.utils |
| - | ipycanvas |
| - | scipy |
| - | pandas |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.6 | Python |
نحوه نصب
نصب پکیج whl aitk-1.0.9:
pip install aitk-1.0.9.whl
نصب پکیج tar.gz aitk-1.0.9:
pip install aitk-1.0.9.tar.gz