Scikit Learn
zLanqing/codex-claude-academic-skills/scientific-toolkit-skill/references/scientific-skills/scikit-learnby zLanqing7ed6377f0efb6a38951b48ef03b19d996e454b1fBSD-3-Clause licenseListed Oct 9, 2026Updated Oct 9, 2026
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
- 7ed6377f0efb6a38951b48ef03b19d996e454b1fCurrentcommit 7ed6377Published Oct 9, 2026
Source and attribution
Source:zLanqing/codex-claude-academic-skillsinscientific-toolkit-skill/references/scientific-skills/scikit-learnat commit7ed6377
License: BSD-3-Clause license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from zLanqing/codex-claude-academic-skills
Sympy
zLanqing
Guides symbolic mathematics in Python with SymPy, covering algebra, calculus, matrices, physics and code generation.
Statsmodels
zLanqing
Guides statistical modeling in Python with statsmodels, covering regression, GLM, discrete choice, time series and diagnostics.
Seaborn
zLanqing
Guides creation of statistical charts with the seaborn Python library, covering plot types, palettes, theming and multi-panel figures.
Qutip
zLanqing
Guides quantum physics simulation with QuTiP for open and closed quantum systems, solvers, and analysis.
Pymoo
zLanqing
Guides multi-objective optimization in Python with pymoo, covering algorithms, constraints, benchmarks, decision making and plots.
Networkx
zLanqing
Guides creating, analyzing, and visualizing graphs and networks in Python with NetworkX.
More in Data & Analytics
Audit Xls
anthropics
Audits spreadsheet formulas and financial models for errors, hardcodes, and integrity issues, then reports findings.
Comps Analysis
anthropics
Builds institutional-grade comparable company analyses as Excel spreadsheets with operating metrics, valuation multiples and statistics.
Audit Xls
anthropics
Audits spreadsheet formulas and financial models for errors, hardcodes, and integrity issues, then reports findings.
Audit Xls
anthropics
Audits spreadsheet formulas and financial models for errors, hardcodes, and integrity issues, then reports findings.
Comps Analysis
anthropics
Builds institutional-grade comparable company analyses as Excel spreadsheets with operating metrics, valuation multiples and statistics.
Audit Xls
anthropics
Audits spreadsheet formulas and financial models for errors, hardcodes, and integrity issues, then reports findings.