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Tyler Blume

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The Forecaster

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Tyler Blume

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Jan 30, 2025

Time Series Forecasting with MFLES

The newest method in StatsForecast

Time Series Forecasting with MFLES

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The Forecaster

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Tyler Blume

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Jan 24, 2023

Fixing Prophet’s Forecasting Issue

Step 1: Constrain the Insane Trend

Fixing Prophet’s Forecasting Issue

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TDS Archive

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Tyler Blume

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Jul 19, 2022

Time Series Forecasting with Streamed Data in Python

An Example with ThymeBoost

Time Series Forecasting with Streamed Data in Python

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TDS Archive

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Tyler Blume

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Jun 21, 2022

Handling Trends in Tree-Based Time Series Forecasting

The truth is — there is no trend

Handling Trends in Tree-Based Time Series Forecasting

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DataDrivenInvestor

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Tyler Blume

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Nov 6, 2022

Bitcoin Price Prediction with LazyProphet

An optimized method for losing money

Bitcoin Price Prediction with LazyProphet

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TDS Archive

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Tyler Blume

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Aug 25, 2022

Boosting Forecast Performance with Nixtla’s StatsForecast

Improving ThymeBoost’s Efficiency

Boosting Forecast Performance with Nixtla’s StatsForecast

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TDS Archive

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Tyler Blume

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Jul 4, 2022

Time Series Classification with LightGBM

An example using LazyProphet

Time Series Classification with LightGBM

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TDS Archive

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Tyler Blume

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Feb 23, 2022

LazyProphet: Time Series Forecasting with LightGBM

It’s all about the features

LazyProphet: Time Series Forecasting with LightGBM

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TDS Archive

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Tyler Blume

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Jan 26, 2022

Gradient Boosted ARIMA for Time Series Forecasting

Boosting PmdArima’s Auto-Arima performance

Gradient Boosted ARIMA for Time Series Forecasting

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TDS Archive

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Tyler Blume

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Jan 17, 2022

The M4 Time Series Forecasting Competition with ThymeBoost

Part 1: The Weekly dataset

The M4 Time Series Forecasting Competition with ThymeBoost

Tyler Blume

Tyler Blume

Data Scientist focused on breaking algorithms. Feel free to message me and connect on LinkedIn: https://www.linkedin.com/in/tyler-blume/

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