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pmdarima

alkaline-ml / pmdarima

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Support `simulate` after fitting with `auto_arima`

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nicolaschapados
nicolaschapados commented Nov 14, 2021

Is your feature request related to a problem? Please describe.

It would be nice to directly support simulating from a fitted ARIMA model, e.g. to have a simulate method to call that would delegate to statsmodels.tsa.arima.model.ARIMA.simulate. Right now, the only way I found is to use arima_res_ member of the fitted object.

Describe the solution you'd like

Class `pmdarima.arima.ar

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good first issue feature request

IvanildoBatista / Series-Temporais

Star 19

Projetos de modelagem e previsão de séries temporal em linguagem Python e linguagem R. Usarei vários modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsão de séries temporais. Falarei um pouco sobre cada uma delas, gerarei a validação e as previsões e, por fim, realizarei a avaliação com a métricas pertinentes.

linear-regression lstm vecm darts impact sarimax arima-model mann-kendall sarima var-model gluonts autots modeltime prophet-facebook neuralprophet modeltime-gluonts atspy
  • Updated Feb 7, 2022
  • Jupyter Notebook

vishnukanduri / Time-series-analysis-in-Python

Star 21

I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressive Integrated Moving Average (ARIMA) Model, The ARCH Model, The GARCH model, Auto ARIMA, forecasting and exploring a business case.

python arch price forecasting arima series-analysis returns time-series-analysis sarimax moving-average autocorrelation-functions autoregression auto-arima garch-model
  • Updated Apr 8, 2020
  • Jupyter Notebook

fazeVaib / Zephyr

Star 7

Zephyr is a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

javascript neural-network django-rest-framework plotly jupyter-notebook python3 recurrent-neural-networks statistical-models lstm-neural-networks tensorflow-models keras-tensorflow d3-visualization aqi sarimax arima-forecasting pollution-prediction
  • Updated Apr 22, 2022
  • JavaScript

absaw / Surface-Water-Quality-Data-Anomaly-Detection

Star 4

Surface water quality data analysis and prediction of Potomac River, West Virginia, USA. Using time series forecasting, and anomaly detection : ARIMA, SARIMA, Isolation Forest, OCSVM and Gaussian Distribution

arima time-series-analysis gaussian-distribution anomaly-detection sarimax isolation-forest isolation-forest-algorithm time-series-forecasting iforest oneclasssvm iforest-model anomaly-detection-models
  • Updated Jun 6, 2020
  • Jupyter Notebook

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