Docs/examples migrate to 2p5#448
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Add root CONTRIBUTING.md and development_setup.md, fix AGENTS.md to point at the current test suite, declare dev optional dependencies, and run tests in CI alongside the existing package build.
Replace removed v1 API usage with from_pretrained + ForecastConfig, fix 2.5 quantile column mapping in animation output, and refresh committed example artifacts. Closes google-research#423
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Summary
Migrate remaining TimesFM 2.5 forecasting examples from the removed v1 API (
TimesFmHparams/TimesFmCheckpoint/TimesFm) to the current API (from_pretrained+ForecastConfig+forecast()).detect_anomalies.py— load TimesFM 2.5 and forecast with quantile prediction intervalsgenerate_animation_data.py— same API migration; fix quantile column mapping for 2.5 ([mean, q10, …, q90]—q10at index 1, not 0)global-temperature/README.md— document the working 2.5 API; remove outdated v1 / safetensors guidancegenerate_html.py— footer updated to TimesFM 2.5animation_data.json,interactive_forecast.html, anomaly detection outputs)Builds on the prior global-temperature
run_forecast.pymigration to the 2.5 API.Related
Test plan
py_compileon migrated scriptspytest tests/ --ignore=tests/test_model_loading.py(58 passed)detect_anomalies.py— exits 0; 1 context CRITICAL (2023-09), forecast PI anomalies detectedgenerate_animation_data.py— 25/25 steps; final step mean 1.235°Cgenerate_html.py— self-contained HTML generatedrun_forecast.pyoutputq10 ≤ q20 ≤ q80 ≤ q90); HTML footer shows TimesFM 2.5