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gee-senbong / wiki_traffic_forecast.py
Created May 15, 2026 08:46
TimeGPT vs. Fibonacci Median on Wikipedia Web Traffic Forecasting (Kaggle Web Traffic Time Series)
"""
TimeGPT vs. Fibonacci Median on Wikipedia Web Traffic Forecasting.
Loads train_2.csv, splits into train/validation, runs both methods on all
145K series, and prints a timing + accuracy comparison.
Usage:
uv run python wiki_traffic_forecast.py
uv run python wiki_traffic_forecast.py --model timegpt-2.1