Bayesian Change Point Segmentation
Bayesian Change Point Segmentation (BCPS).
Install
If you dont already have numpy and scipy installed, it is best to download
Anaconda, a python distribution that has them included.
https://continuum.io/downloads
Dependencies can be installed by:
pip install -r requirements.txt
PyPI install, presuming you have all its requirements installed:
pip install bcpseg
Usage
from bcpseg import bcpseg
import numpy as np
# Create data
np.random.seed(10)
x = np.random.random(300000)
x[10000:20000] = x[10000:20000] + 0.1
x[25000:27000] = x[25000:27000] - 1
# Calculate segments
segments = bcpseg(x)
for segment in segments:
print(segment)
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Metadata
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Release files for bcpseg 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| bcpseg-1.0.0.tar.gz | 135.8 kB | Details |
Release files / bcpseg-1.0.0.tar.gz
| Download URL | bcpseg-1.0.0.tar.gz |
|---|---|
| Size | 135.8 kB |
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