pyflux

library0.4.15pypypiunverified

PyFlux is a time-series analysis library for Python, offering a wide range of models including ARIMA, GARCH, and state space models. The current version is 0.4.15, but the library is no longer actively maintained and does not support Python 3.9+. It relies on older dependencies like NumPy and pandas.

data ai-ml

pip install pyflux

github ↗package ↗

INSTALL

IMPORT

SIG · PYFLUX

pyflux

datapythonv0.4.15

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

PyFlux

✓ from pyflux import PyFlux

✗ import pyflux

The main class is PyFlux, not the module name.

ARIMA

✓ from pyflux.arma import ARIMA

✗ from pyflux import ARIMA

Model classes are in submodules.

Basic ARIMA model fit and forecast.

import pandas as pd import numpy as np from pyflux.arma import ARIMA # Create sample data dates = pd.date_range('2021-01-01', periods=100, freq='D') data = pd.Series(np.random.randn(100), index=dates) # Fit ARIMA model model = ARIMA(data=data, ar=1, ma=1, integ=1) model.fit() # Forecast forecast = model.predict(h=5) print(forecast)

Debug

Known issues

deprecatedPyFlux is no longer actively maintained. Consider migrating to statsmodels or pmdarima for time series analysis.

fix

Use statsmodels.tsa.arima.model.ARIMA or pmdarima instead.

affects: all

breakingPyFlux does not support Python 3.9 or later. Installation may fail on modern Python versions.

fix

Use Python 3.8 or earlier, or switch to a maintained library.

affects: >=0.4.15

gotchaImport model classes from submodules like pyflux.arma, not directly from pyflux.

fix

Use 'from pyflux.arma import ARIMA' instead of 'from pyflux import ARIMA'.

affects: all

Upgrade

Version history

0.4.15latest on PyPI · released Jun 16, 2017

Audit

Dependencies

numpyrequiredCore dependency for numerical operations

pandasrequiredData structures for time series

Agent activity

12 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/rjt1990/pyflux ↗

packagehttps://pypi.org/project/pyflux/ ↗