chronobox
Time series analysis library with ARIMA, state-space models, and automatic model selection.
Installation
pip install -e ".[dev]"
Quick Start
from chronobox import ARIMA
from chronobox.datasets import load_dataset
airline = load_dataset('airline')
model = ARIMA(order=(0,1,1), seasonal_order=(0,1,1,12))
results = model.fit(airline['passengers'])
print(results.summary())
forecast = results.forecast(steps=12)
Auto-ARIMA
from chronobox import auto_arima
best = auto_arima(airline['passengers'], seasonal=True, m=12)
print(best.summary())
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for chronobox 0.1.0
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| File | Size | Uploaded | |
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| chronobox-0.1.0.tar.gz | 219.7 kB | Details |
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| File | Interpreter | ABI | Platform | Reset |
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| chronobox-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 518.0 kB
Release files / chronobox-0.1.0.tar.gz
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| Size | 298.4 kB |
| Tags | Python 3 |
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