Automated Time Series Forecasting
Projetos de modelagem e previsão de séries temporal em linguagem Python e linguagem R. Usarei vários modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsão de séries temporais. Falarei um pouco sobre cada uma delas, gerarei a validação e as previsões e, por fim, realizarei a avaliação com a métricas pertinentes.
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS
Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots
This is the group project of AIDM-7350 -- AI and Digital Media Workshop
Cybersecurity and big data course project about Turkey and America e-commerce market volume comparison and prediction.
The project employs an automated time series forecasting approach using the autots library. This involves leveraging several machine learning algorithms internally to make predictions about future values based on historical data.
Basic Crypto price prediction model in Python
Predicting the future prices of cryptocurrency is based on the problem of Time series analysis
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