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.

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.

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

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

Inflation Forecasting

Calculations for my data-managment final project. Inflation prediction

Modeling and forecasting inflation in Sri Lanka using ARIMA models

Point-in-time backtest for nowcasting US CPI, using only what was known at each date

PPTI 15 Final Project for Machine Learning Classes.