feat(eda): series temporales + rigor anti-data-mining + PDF movil + /eda + benchmark issues

Bloque del grupo eda (sesion ausente EDA-benchmark):
- 8 funciones nuevas: adf_kpss_stationarity, acf_pacf, stl_decompose, to_returns,
  fdr_correction, suggest_reexpression, exploratory_caveats, render_eda_pdf
- integracion: profile_table (run_series, emit_pdf), association_matrix (FDR Benjamini-Hochberg),
  render_eda_markdown (secciones series/reexpresion/caveats)
- slash commands /eda y /capitulos
- issues 0173-0177: mejoras del /eda derivadas del benchmark sobre 12 datasets reales
  (outlier_pct x100, periodo estacional, FK inference, render models, tipos id-like)

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

This commit is contained in:

Egutierrez

2026-06-29 03:34:01 +02:00

parent 02301aaed3

commit 7ac69ab4fb

33 changed files with 3995 additions and 51 deletions

									
										python/pyproject.toml
									
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				@@ -37,6 +37,7 @@ dependencies = [

				    "scipy>=1.17.1",

				    "seaborn>=0.13.2",

				    "shapely>=2.1.2",

				    "statsmodels>=0.14.6",

				    "trimesh>=4.12.2",

				    "xlrd>=2.0.2",

				]