This project contains the analyses of a generic time series. Furthermore we analysed the main methods for forecasting time series.
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Updated
Apr 6, 2023 - Python
This project contains the analyses of a generic time series. Furthermore we analysed the main methods for forecasting time series.
Evaluation Practices done for the Time Series Forecasting subject
Time Series Analysis and Forecasting
Minimal Tensorflow time series forecasting
An exercise in analyzing, modeling, and forecasting criminal activity in Baltimore, MD using Open Source Intelligence. Coded in R.
Making a one step ahead forecast of the growth rate of the Ann Arbor, MI housing prices.
Sequence Models
Dow Jones Index Forecasting
Contains the scripts and their results of my master thesis.
The Arctic Ice Extent Predictions project is an innovative application that uses machine learning algorithms to forecast the Arctic sea ice extent.
In this paper I will initially retrace the path marked by Ray C. Fair with his long lasting series of presidential elections forecasts exploiting the same variables he uses but enriching the model with panel data. Exploiting the Fixed Effects estimation I will then add new variables that, according to our intuition, could lead to an overall impr…
Backpropagation Neural Network for Multivariate Time Series Forecasting (multi input single output: 2 inputs and 1 output)
The project forecasts the hourly temperature at JFK airport. The dry-bulb temperature is a key indicator of air temperature that has implications for many domains, such as aviation and energy. The project involves data analysis, modeling, and validation to develop reliable forecasting model that can assist stakeholders in making informed decisions
Self-learning project
This project focuses on predicting air quality, specifically PM 2.5 values, in the Africa/Nairobi region using time series analysis techniques. The goal is to develop accurate models that can forecast PM 2.5 levels and provide valuable insights for environmental monitoring and public health.
GitHub repository for the FWin paper.
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