inflation-forecasting

Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook aims to develop a forecasting model for time series using Python.

Reproducible inflation forecasting toolkit combining econometrics, machine learning, and deep learning.

Data source: https://fred.stlouisfed.org/

Modelos de alta dimensionalidade para previsão do IPCA

LSTM neural network for inflation forecasting

This repository contains the code for a research on inflation prediction using different Machine Learning methods. It was developed by @estcab00 for @qlabpucp

Data Analytics on inflation data set using machine learning algorithms

Group 12's 2024/25 academic year COMP5530M group project on inflation forecasting with machine learning models.

A different way to hedge against inflation.

Retail price inflation in Ireland from 2020 onward is analysed using CPI data to compare sectoral and urban–rural price trends, then forecast with ARIMA and machine‑learning models to assess impacts on low‑income households.

A Canada Inflation Prediction project carried out by deploying LSTM.

Forecasting UK CPI inflation using ARIMA benchmarked against naive models, with rolling out-of-sample evaluation

To address the impact of rising house prices on the economy, we built a machine learning model resistant to market trends. We experimented with Random Forest and Linear Regression models, employing sophisticated imputation methods like median state price replacement, KNN imputation, and forward/backward filling to minimize errors.

Inflation forecasting during crisis periods using Bayesian Dynamic Linear Models, traditional econometrics, and machine learning. Includes data, code, and comprehensive analysis report.

Inflation Forecasting

AI - Powered Headline and Core CPI Prediction & Forward-Testing Platform

Modeling and forecasting inflation in Sri Lanka using ARIMA models

In this project, I extracted +40 leading indicators to forecast the UK inflation rate from Twitter tweets from 2018 to 2022 in the UK for the Data-Driven Economics course in my master's at Sapienza University

Calculations for my data-managment final project. Inflation prediction

Excel analysis of Nigeria's Consumer Price Index (CPI) trends from 2000 to 2020 with charts and economics insights.