CurveSimilarities
Curve similarity measures, implemented using Numba.
List of supported measures:
- Dynamic time warping distance (
dtw()) - (Continuous) Fréchet distance (
fd()) - Discrete Fréchet distance (
dfd()) - Integral Fréchet distance (
ifd())
Usage
>>> import numpy as np
>>> from curvesimilarities import fd # (Continuous) Fréchet distance
>>> fd(np.array([[0, 0], [1, 3], [2, 0]]), np.array([[0, 1], [2, 1]]))
2.0
Installation
CurveSimilarities can be installed using pip.
$ pip install curvesimilarities
Documentation
CurveSimilarities is documented with Sphinx. The manual can be found on Read the Docs:
If you want to build the document yourself, get the source code and install with [doc] dependency.
Then, go to doc directory and build the document:
$ pip install .[doc]
$ cd doc
$ make html
Document will be generated in build/html directory. Open index.html to see the central page.
1 maintainer
Metadata
1 maintainer
Release files for curvesimilarities 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| curvesimilarities-0.3.0.tar.gz | 17.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| curvesimilarities-0.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 38.2 kB
Release files / curvesimilarities-0.3.0.tar.gz
| Download URL | curvesimilarities-0.3.0.tar.gz |
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| Size | 17.6 kB |
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Release files / curvesimilarities-0.3.0-py3-none-any.whl
| Download URL | curvesimilarities-0.3.0-py3-none-any.whl |
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| Size | 20.5 kB |
| Tags | Python 3 |
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