All AutoML Libraries

This is the group project of AIDM-7350 -- AI and Digital Media Workshop

Basic Crypto price prediction model in Python

Auto-ML/Viz/TS/WHO

Web Application that forecasts sales for given data.

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.

Cybersecurity and big data course project about Turkey and America e-commerce market volume comparison and prediction.

Predicting the future prices of cryptocurrency is based on the problem of Time series analysis

Repositório com projetos utilizando ferramentas e bibliotecas para automatização de etapas de projetos de data science.

Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots

An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS

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.

Automated Time Series Forecasting