ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting in the browser and Node.js
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Feb 15, 2026 - JavaScript
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autoarima
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Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots
timeseries time-series lstm darts arima prophet multivariate-analysis fbprophet sarimax moving-average granger-causality sarima kats holtwinters deepar autots autoarima multiple-time-series
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Mar 9, 2024 - Jupyter Notebook
Julia Package with SARIMA model implementation using JuMP.
statistics timeseries time-series optimization julia-language forecasting time-series-analysis sarimax sarima autoarima
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Oct 5, 2025 - Julia
Univariate timeseries forecasting in the browser (ARIMA)
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Jan 3, 2024 - HTML
This repository contains a Jupyter notebook that demonstrates time series analysis and forecasting using ARIMA, auto-ARIMA, and Prophet. Time series analysis is a powerful tool for understanding and predicting future trends, and these techniques are widely used in a variety of fields such as finance, economics, and marketing. The notebook is based
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Jan 7, 2023 - Jupyter Notebook
Time Series Forecasting Experiments A collection of hands-on experiments with time series data, featuring models like ARIMA, LSTM, and Prophet. From data preprocessing to forecasting, explore real-world applications like stock predictions and weather forecasting. Continuously updated with new techniques and models for better performance.
smoothing sequence-to-sequence random-walk white-noise sarimax moving-average exponential-smoothing stl-decomposition time-series-forecasting arima-forecasting sarima-model autoarima adf-test classical-decomposition kpss-stionarity-test
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Aug 10, 2025 - Jupyter Notebook
Projeto do curso Criando modelos com Python e Machine Learning para prever a evolucao do COVID-19 no Brasil
python time-series pandas forecasting arima prophet time-series-analysis series-temporais arima-model time-series-forecasting arima-forecasting previsao covid-19 autoarima
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Aug 18, 2021 - Jupyter Notebook
With the help of the stats models in python forecasting the future values
data-science database timeseries time-series analytics jupyter-notebook ml forecasting arima timeseries-database timeseries-analysis timeseries-forecasting sarima autoarima
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Sep 19, 2022 - Jupyter Notebook
Analysis and Prediction of Ethereum Prices and Its Correlation with Other Assets.
python cross-validation eda data-visualization time-series-analysis arima-model correlation-analysis logarithmic-scale plotly-express prophet-model autoarima
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Oct 24, 2023 - Jupyter Notebook
Time series forecasting of seasonal water quality using Auto ARIMA, SARIMA, and VAR models. Predicts CCME Water Quality Index (WQI) using physicochemical parameters to assess potability across seasons.
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Nov 4, 2024 - Jupyter Notebook
Learn ML 2021 challenge of prediction of closing prices of 5 stocks for each day with features open, high, low, close, Volume weighted average price, turnover
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Dec 28, 2025 - Jupyter Notebook
Prediction of road casualties and evaluate the impact of transformations in Time Series Modeling and Forecasting with ARIMA using the R programming language
equation arima-model autoarima autocorrelation-function boxcox time-series-analysis-and-forecasting ukdriversdeath partial-autocorrelation-function
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May 21, 2024 - R
Time Series Analysis of Airline Passenger Data, In this time series forecasting, taking data from kaggle site and applying ARIMA and SARIMAX model to evaluate seasional trends of passenger travelling via airlines.
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May 11, 2024 - Python
Find stock price in real time
time-series stock-market predictive-analysis r-programming descriptive-analysis stockprice autoarima
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Jun 17, 2024 - R
Predicting Walmart Sales and Performing Exploratory Data Analysis
python sales numpy exploratory-data-analysis pandas seaborn forecasting matplotlib arima prophet rmse mae sarimax mape pmdarima rmse-score tbats autoarima
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May 18, 2024 - Jupyter Notebook
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Oct 29, 2020 - Jupyter Notebook
This is simple workflow for predicting the future usuage of energy demand based on time series analysis with Auto ARIMA.
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May 19, 2024 - Jupyter Notebook
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Feb 28, 2022 - Jupyter Notebook
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