2 Commits

Author	SHA1	Message	Date
Clayton Young	910bcfdc8b	fix(example): update visualization title to clarify demo purpose ... - Change title from 'Above 1951-1980 Baseline' to clearer example description - New title: 'TimesFM Zero-Shot Forecast Example / 36-month Temperature Anomaly → 12-month Forecast' - Makes it clear this is a demonstration with limited input data	2026-02-23 07:43:04 -05:00
Clayton Young	c7c5bc21ff	feat(example): add working TimesFM forecast example with global temperature data ... - Add NOAA GISTEMP global temperature anomaly dataset (36 months, 2022-2024) - Run TimesFM 1.0 PyTorch forecast for 2025 (12-month horizon) - Generate fan chart visualization with 80%/90% confidence intervals - Create comprehensive markdown report with findings and API notes API Discovery: - TimesFM 2.5 PyTorch checkpoint has file format issue (model.safetensors vs expected torch_model.ckpt) - Working API uses TimesFmHparams + TimesFmCheckpoint + TimesFm() constructor - Documented API in GitHub README differs from actual pip package Includes: - temperature_anomaly.csv (input data) - forecast_output.csv (point forecast + quantiles) - forecast_output.json (machine-readable output) - forecast_visualization.png (LFS-tracked) - run_forecast.py (reusable script) - visualize_forecast.py (chart generation) - run_example.sh (one-click runner) - README.md (full report with findings)	2026-02-23 07:43:04 -05:00