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arima-temperature_forecasting

Temperature forecasting using ARIMA model in Python. Pmdarima and statsmodel library are used

arima_python

SARIMAX in python with pmdarima

churn-rate-forecasting-using-neural-network

This repository contains a Artificial Neural Network to predict the churn rate of bank customers.

introduction-to-time-series-forecasting-python

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

paper2

This repository contains the MATLAB codes for the time-series prediction using (i) MMSE forecast of ARIMA models (ii) Kalman filter approach (iii)Artificial neural networks. The codes for the wavelet version of the above techniques is also presented here.

psn

time-series-analysis

Exploring the main time series analysis approaches: Decomposition, Exponential smoothing, ARIMA models. Using Excel, Matlab, SPSS statistics.