Clayton Young
6c44413b7f
Add a self-contained AI agent skill for TimesFM that teaches coding agents (Claude Code, OpenCode, Cursor, Codex) how to use the TimesFM API correctly — safe model loading, zero-shot forecasting, covariate workflows, anomaly detection, and the most common pitfalls. Files added: - AGENTS.md — auto-loaded skill document (root of repo) - claude-skill/scripts/check_system.py — mandatory preflight RAM/GPU/disk checker - claude-skill/scripts/forecast_csv.py — CLI wrapper for CSV forecasting - claude-skill/references/ — ForecastConfig API ref, data prep, HW reqs - claude-skill/examples/global-temperature/ — basic forecast + PNG/GIF pipeline - claude-skill/examples/anomaly-detection/ — two-phase detrend+Z-score + quantile PI - claude-skill/examples/covariates-forecasting/ — forecast_with_covariates() XReg demo - .gitattributes — Git LFS rules for PNG/GIF binary outputs Contributed by Clayton Young / Superior Byte Works LLC (@borealBytes) Apache 2.0 — same license as this repository
591 B
591 B
| 1 | date | anomaly_c |
|---|---|---|
| 2 | 2022-01-01 | 0.89 |
| 3 | 2022-02-01 | 0.89 |
| 4 | 2022-03-01 | 1.02 |
| 5 | 2022-04-01 | 0.88 |
| 6 | 2022-05-01 | 0.85 |
| 7 | 2022-06-01 | 0.88 |
| 8 | 2022-07-01 | 0.88 |
| 9 | 2022-08-01 | 0.90 |
| 10 | 2022-09-01 | 0.88 |
| 11 | 2022-10-01 | 0.95 |
| 12 | 2022-11-01 | 0.77 |
| 13 | 2022-12-01 | 0.78 |
| 14 | 2023-01-01 | 0.87 |
| 15 | 2023-02-01 | 0.98 |
| 16 | 2023-03-01 | 1.21 |
| 17 | 2023-04-01 | 1.00 |
| 18 | 2023-05-01 | 0.94 |
| 19 | 2023-06-01 | 1.08 |
| 20 | 2023-07-01 | 1.18 |
| 21 | 2023-08-01 | 1.24 |
| 22 | 2023-09-01 | 1.47 |
| 23 | 2023-10-01 | 1.32 |
| 24 | 2023-11-01 | 1.18 |
| 25 | 2023-12-01 | 1.16 |
| 26 | 2024-01-01 | 1.22 |
| 27 | 2024-02-01 | 1.35 |
| 28 | 2024-03-01 | 1.34 |
| 29 | 2024-04-01 | 1.26 |
| 30 | 2024-05-01 | 1.15 |
| 31 | 2024-06-01 | 1.20 |
| 32 | 2024-07-01 | 1.24 |
| 33 | 2024-08-01 | 1.30 |
| 34 | 2024-09-01 | 1.28 |
| 35 | 2024-10-01 | 1.27 |
| 36 | 2024-11-01 | 1.22 |
| 37 | 2024-12-01 | 1.20 |