{
 "tool": "skill:scikit-learn",
 "name": "scikit-learn",
 "kind": "Skill",
 "source": "Favz census",
 "built": "2026-10-04",
 "html": "https://favz.co/tools/skill-scikit-learn.html",
 "markdown": "https://favz.co/tools/skill-scikit-learn.md",
 "repos_now": 25,
 "repos_ever": 27,
 "still_have_it": 0.926,
 "share_of_census_repos_with_any_tool": 0.00026,
 "repos_by_month": [
  {
   "month": "2025-11",
   "repos_at_month_end": 1
  },
  {
   "month": "2026-01",
   "repos_at_month_end": 2
  },
  {
   "month": "2026-02",
   "repos_at_month_end": 4
  },
  {
   "month": "2026-03",
   "repos_at_month_end": 11
  },
  {
   "month": "2026-04",
   "repos_at_month_end": 13
  },
  {
   "month": "2026-05",
   "repos_at_month_end": 16
  },
  {
   "month": "2026-07",
   "repos_at_month_end": 20
  },
  {
   "month": "2026-08",
   "repos_at_month_end": 23
  },
  {
   "month": "2026-09",
   "repos_at_month_end": 25
  }
 ],
 "note_on_last_days": "The last few days always look low, because repos found later fill them in.",
 "goes_with": [
  {
   "tool": "skill:seaborn",
   "name": "seaborn",
   "kind": "Skill",
   "repos_with_both": 19,
   "lift": 3126.64,
   "json": "https://favz.co/tools/skill-seaborn.json"
  },
  {
   "tool": "skill:matplotlib",
   "name": "matplotlib",
   "kind": "Skill",
   "repos_with_both": 20,
   "lift": 2610.26,
   "json": "https://favz.co/tools/skill-matplotlib.json"
  },
  {
   "tool": "skill:citation-management",
   "name": "citation-management",
   "kind": "Skill",
   "repos_with_both": 19,
   "lift": 2179.17,
   "json": "https://favz.co/tools/skill-citation-management.json"
  },
  {
   "tool": "skill:crewai",
   "name": "crewai",
   "kind": "Skill",
   "repos_with_both": 11,
   "lift": 2081.68,
   "json": "https://favz.co/tools/skill-crewai.json"
  },
  {
   "tool": "skill:ai-agents-architect",
   "name": "ai-agents-architect",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-ai-agents-architect.json"
  },
  {
   "tool": "skill:airflow-dag-patterns",
   "name": "airflow-dag-patterns",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-airflow-dag-patterns.json"
  },
  {
   "tool": "skill:bazel-build-optimization",
   "name": "bazel-build-optimization",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-bazel-build-optimization.json"
  },
  {
   "tool": "skill:claude-code-guide",
   "name": "claude-code-guide",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-claude-code-guide.json"
  },
  {
   "tool": "skill:data-quality-frameworks",
   "name": "data-quality-frameworks",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-data-quality-frameworks.json"
  },
  {
   "tool": "skill:dbt-transformation-patterns",
   "name": "dbt-transformation-patterns",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-dbt-transformation-patterns.json"
  },
  {
   "tool": "skill:defi-protocol-templates",
   "name": "defi-protocol-templates",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-defi-protocol-templates.json"
  },
  {
   "tool": "skill:employment-contract-templates",
   "name": "employment-contract-templates",
   "kind": "Skill",
   "repos_with_both": 10,
   "lift": 1892.44,
   "json": "https://favz.co/tools/skill-employment-contract-templates.json"
  }
 ],
 "min_shared_repos_for_a_pair": 5,
 "same_pack": [
  {
   "tool": "skill:polars",
   "name": "polars",
   "json": "https://favz.co/tools/skill-polars.json"
  },
  {
   "tool": "skill:statsmodels",
   "name": "statsmodels",
   "json": "https://favz.co/tools/skill-statsmodels.json"
  },
  {
   "tool": "skill:biopython",
   "name": "biopython",
   "json": "https://favz.co/tools/skill-biopython.json"
  },
  {
   "tool": "skill:sympy",
   "name": "sympy",
   "json": "https://favz.co/tools/skill-sympy.json"
  }
 ]
}
