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
38 lines
591 B
CSV
38 lines
591 B
CSV
date,anomaly_c
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2022-01-01,0.89
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2022-02-01,0.89
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2022-03-01,1.02
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2022-04-01,0.88
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2022-05-01,0.85
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2022-06-01,0.88
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2022-07-01,0.88
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2022-08-01,0.90
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2022-09-01,0.88
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2022-10-01,0.95
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2022-11-01,0.77
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2022-12-01,0.78
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2023-01-01,0.87
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2023-02-01,0.98
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2023-03-01,1.21
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2023-04-01,1.00
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2023-05-01,0.94
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2023-06-01,1.08
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2023-07-01,1.18
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2023-08-01,1.24
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2023-09-01,1.47
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2023-10-01,1.32
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2023-11-01,1.18
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2023-12-01,1.16
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2024-01-01,1.22
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2024-02-01,1.35
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2024-03-01,1.34
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2024-04-01,1.26
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2024-05-01,1.15
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2024-06-01,1.20
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2024-07-01,1.24
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2024-08-01,1.30
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2024-09-01,1.28
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2024-10-01,1.27
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2024-11-01,1.22
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2024-12-01,1.20
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