Popular GitHub Repositories for Seasonality

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Stock market prediction on 5 italian companies using VAR model, OLS regressions and LSTM recurrent neural networks over data retrieved from Refinitiv Eikon

Use Facebook Prophet model to forecast Sales including seasonality patterns

This advanced forecasting tool leverages Prophet, ARIMA, SARIMA, and LSTM models to predict daily sales for 32 pizzas and 64 ingredients. With Prophet achieving the lowest MAPE, it ensures accurate demand forecasts, optimized inventory, and efficient purchase planning, reducing waste, preventing stockouts, and enhancing supply chain efficiency.

Sales Forecasting with Time Series Analysis by using ARIMA and SARIMAX.

Modelo de machine learning con series temporales que predice la cantidad de taxis para la próxima hora.

Auto ARIMA Model

Time series analysis and forecast interpretation for decision making with Prophet

Prediction of future global land temperature based on accuracy of different models and evaluating which model performs better