Metadata-Version: 2.1
Name: metrics4mdp
Version: 0.1.2
Summary: Quantitative metrics of Multidimensional Projections (MDP) in Python
Home-page: https://github.com/hj-n/metrics4mdp
Author: Hyeon Jeon
Author-email: hj@hcil.snu.ac.kr
License: UNKNOWN
Download-URL: https://github.com/hj-n/metrics4mdp
Keywords: MDP,Multidimensional Projections,Dimensionality Reduction,metric
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.2
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: sklearn
Requires-Dist: numba

## Quantitative metrics of Multidimensional Projections (MDP) in Python

**Based on the code written by [Hyung-Kwon Ko](https://github.com/hyungkwonko/umato)**

### Installation

```
pip3 install metrics4mdp
```

### Usage


#### Example
```python
from metric4mdp import MDPMetricProvider

mlist = [""DTM", "DTM_KL1", "Continuity", "Trustworthiness"]
metricprovider = MDPMetricProvider(raw_data, emb_data, mlist, k=7)


```

