Metadata-Version: 2.1
Name: classicdata
Version: 0.1.0a2
Summary: Loaders for classic datasets commonly used in Machine Learning
Home-page: https://github.com/jangop/classicdata
Author: Jan Philip Göpfert
Author-email: janphilip@gopfert.eu
License: UNKNOWN
Project-URL: Bug Reports, https://github.com/jangop/classicdata/issues
Project-URL: Source, https://github.com/jangop/classicdata
Keywords: machine learning
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: The Unlicense (Unlicense)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.9, <4
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: loguru
Requires-Dist: scikit-learn
Requires-Dist: numpy
Requires-Dist: appdirs
Requires-Dist: scipy
Requires-Dist: tabulate
Provides-Extra: dev
Requires-Dist: check-manifest ; extra == 'dev'
Requires-Dist: black ; extra == 'dev'
Requires-Dist: pylint ; extra == 'dev'
Provides-Extra: test
Requires-Dist: coverage ; extra == 'test'
Requires-Dist: pytest ; extra == 'test'
Requires-Dist: black ; extra == 'test'
Requires-Dist: pylint ; extra == 'test'

# Classic Datasets

Loaders for classic datasets commonly used in Machine Learning:

| Name                                              |   # Samples |   # Features |   # Classes |
|---------------------------------------------------|-------------|--------------|-------------|
| [Ionosphere](https://archive.ics.uci.edu)         |         351 |           34 |           2 |
| [Letter Recognition](https://archive.ics.uci.edu) |       20000 |           16 |          10 |
| [Telescope](https://archive.ics.uci.edu)          |       19020 |           10 |           2 |
| [Pen Digits](https://archive.ics.uci.edu)         |       10992 |           16 |          10 |
| [Robot Navigation](https://archive.ics.uci.edu)   |        5456 |           24 |           4 |
| [Segmentation](https://archive.ics.uci.edu)       |        2310 |           16 |           7 |
| [USPS](http://www.gaussianprocess.org/gpml/data/) |        9298 |          256 |          10 |

## Installation

```
pip install classicdata
```

Run `python -m classicdata.info` to list all implemented datasets.

## Example Usage

```python
from classicdata import Ionosphere

ionosphere = Ionosphere()

# Use ionosphere.points and ionosphere.labels...
```

