Evan Marie Carr
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🔭 PROPHET: the good & the meh
prophet

🔭 PROPHET: the good & the meh

Prophet, formerly known as fbprophet, is a time series prediction machine learning model that is praised for ease of use, functionality, and performance. I have seen it drastically outperform ARIMA and SARIMAX models, and so I decided to put it to the test with some challenging data.  What I found

  • Evan Marie Carr
Evan Marie Carr Feb 10, 2023 • 25 min read
💪 XGBoost Time Series Prediction
time series

💪 XGBoost Time Series Prediction

In the world of time series prediction, often LSTM models, as well as the newer trend toward transformers, are primarily what are thought of as leading edge. But I personally have a great admiration for XGBoost models and the raw power they offer, and there are times when XGBoost can

  • Evan Marie Carr
Evan Marie Carr Jan 27, 2023 • 17 min read
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