Projects in Awesome Lists tagged with sarimax-model

https://github.com/nitin-sagar-b/flowscope

Enhancing Decision Making and Prediction Optimization using the HybridFlow Forecast Model

arima-model ets-model lstm-neural-network sarimax-model time-series time-series-analysis time-series-forecasting time-series-prediction

Last synced: 31 Mar 2025

https://github.com/bala-1409/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

acf adf arima-model data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms pacf python python3 sarimax-model seasonality seasonality-analysis time-series time-series-forecasting trends

Last synced: 22 Mar 2025

https://github.com/raghavendranhp/forecasting-car-sales-trends

Elevating Times Series Forecasting of Cars, Truck Sales in UK for precise and competitive forecasting in diverse industries.

arima-model arma autoregressive exponentialsmoothingmodel moving-average prophet-model sarima-model sarimax-model scikitlearn-machine-learning time-series-analysis timeseries-forecasting

Last synced: 24 Feb 2025

https://github.com/niteshchawla/online-marketing-time-series-case-study

An ads and marketing based company helping businesses elicit maximum clicks @ minimum cost.

acf arima-forecasting exogenous-factors exploratory-data-analysis numpy pacf-autocorrelation pandas prophet-facebook-model sarimax-model time-series-analysis

Last synced: 18 Feb 2025

https://github.com/r-mahesh45/gold-price-prediction-using-machine-learning

This project uses Random Forest and ARIMA models to predict daily gold prices with 97% accuracy. By cleaning and analyzing historical data (2016–2021), we created a model that provides actionable insights. Deployed with Streamlit, it offers real-time forecasting for investors and traders to stay ahead of the market.

arima arima-forecasting eda pandas-python sarimax-model stationery

Last synced: 25 Mar 2025

https://github.com/taleblou/sarimax-price-prediction

This repository implements an SARIMAX model for predicting financial instrument prices (stocks, currencies, cryptocurrencies). The model uses gradient boosting to capture complex price patterns and handle diverse dataset characteristics for accurate price forecasting.

cryptocurrency cryptocurrency-prediction currency financial-predictions gradient-boosting-techniques price-forecasting sarimax-model stock