xjtulyc/awesome-rosetta-skills - Page 3

historical-linguistics

Use this Skill for historical linguistics: sound correspondences, cognate detection, phylogenetic tree inference, and Swadesh list analysis in Python.

phonetics-praat

Use this Skill for acoustic phonetics: Praat-style pitch extraction, formant analysis, spectrogram generation, and Voice Onset Time measurement in Python.

spacy-nlp-pipeline

Use this Skill to build NLP pipelines with spaCy: tokenization, POS tagging, dependency parsing, NER, custom rule components, and multi-language model selection.

typology-wals

Use this Skill for linguistic typology with WALS data: cross-linguistic feature analysis, Greenbergian universals, and typological maps in Python.

historical-gis

Use this Skill for historical GIS: georeferencing historical maps with GDAL, digitizing boundaries, temporal territory change overlays, and historical population interpolation.

historical-network

Use this Skill for historical network analysis: correspondence networks, prosopographic data, temporal community detection, betweenness over time, and Gephi GEXF export.

historical-ocr

Use this Skill to transcribe historical documents: Tesseract 5 OCR with preprocessing, Kraken for historical fonts, confidence filtering, and post-OCR correction with symspellpy.

tei-xml

Use this Skill to encode historical documents in TEI XML P5: critical apparatus, named entity markup (persName/placeName), XPath analysis with lxml, and XSLT transformation.

argument-mapping

Use this Skill to extract and visualize argument structure: Toulmin reconstruction, support/attack graph, circularity detection, argument scheme classification, and NLP-based premise extraction.

ethics-ai-analysis

Use this Skill for AI ethics analysis: algorithmic fairness metrics, bias auditing, value alignment frameworks, and moral philosophy reasoning.

formal-logic

Use this Skill for formal logic and automated reasoning: Z3 SMT solver for propositional/first-order logic, modal logic S5, SAT problem encoding, and Lean4 proof verification.

archaeological-gis

Use this Skill for archaeological GIS: site catchment analysis, viewshed computation, kernel density estimation, and spatial statistics with GeoPandas.

artifact-analysis

Use this Skill for artifact analysis: typological classification, ceramic attribute coding, lithic reduction analysis, and correspondence analysis.

photogrammetry-3d

Use this Skill for archaeological photogrammetry: 3D point cloud processing, mesh analysis, cross-section profiles, and volume measurement with Open3D.

iiif-digital-collections

Use this Skill to work with IIIF digital collection APIs: manifest parsing, image region download, annotation extraction, and cross-institution collection search.

image-analysis-art

Use this Skill for computational art history: CNN feature extraction, style classification on WikiArt, color palette analysis, and brushstroke texture metrics.

music21-score

Use this Skill for computational musicology with music21: score analysis, harmonic reduction, melodic contour, counterpoint checking, and corpus comparison.

health-economics-eval

Use this Skill for health economic evaluation: cost-effectiveness analysis (ICER), Markov cohort models, QALY calculation, probabilistic sensitivity analysis, and cost-effectiveness planes.

spatial-epidemiology

Use this Skill for spatial epidemiology: Moran's I spatial autocorrelation, LISA cluster detection, SaTScan-equivalent Knox test, and Bayesian disease mapping.

survival-epi

Use this Skill for epidemiological survival analysis: Kaplan-Meier with log-rank test, Cox PH (time-varying covariates, Schoenfeld residuals), AFT models, and competing risks.

systematic-review-epi

Use this Skill for systematic reviews: meta-regression, publication bias tests (Egger, funnel plot), GRADE evidence synthesis, and forest plots.

housing-market

Housing market analysis with hedonic pricing, spatial autocorrelation, affordability metrics, and repeat-sales index construction for urban research.

mobility-trajectories

Use this Skill for urban mobility analysis: GPS trajectory processing, stop detection, OD matrix construction, and mobility entropy metrics.

regional-economics

Regional economic analysis with shift-share, location quotients, input-output models, and spatial econometrics for research and policy.

urban-remote-sensing

Use this Skill for urban remote sensing: impervious surface mapping, NDVI urban heat island, building footprint extraction, and land use change detection.

agri-remote-sensing

Use this Skill for agricultural remote sensing: Sentinel-2 crop type mapping (Random Forest), NDVI phenology analysis, LAI estimation, and yield prediction from satellite composites.

crop-modeling

Use this Skill for crop growth simulation: WOFOST/AquaCrop via pcse, meteorological input from NASA POWER API, yield gap analysis, and climate scenario comparison.

food-systems-data

Use this Skill to analyze food systems data from FAOSTAT: production/trade/food balance sheets, food security indicators, dietary diversity, and trade flow Sankey diagrams.

irt-psychometrics-edu

Use this Skill for educational measurement with IRT: 2PL/3PL calibration, item information function, DIF detection, and test equating (Stocking-Lord).

pisa-international

Use this Skill to analyze PISA/TIMSS international large-scale assessment data: plausible values averaging, Fay's BRR variance estimation, and cross-national SES gradients.

open-data-management

Use this Skill to deposit, document, and share research data: Zenodo/OSF API upload, FAIR assessment, DMP generation, data dictionary, and Dublin Core/DataCite metadata.

reproducible-research

Use this Skill to make a research project fully reproducible: conda/renv environment locking, DVC data versioning, Dockerfile for analysis, and FAIR data principles.

lammps-md

Use this Skill for classical molecular dynamics simulations with LAMMPS: force field selection (LJ, EAM, CHARMM), NVT/NPT ensembles, RDF/MSD post-processing, and OVITO visualization.

qiskit-quantum

Use this Skill for quantum computing experiments with Qiskit: qubit circuits, gates, measurement, VQE/QAOA variational algorithms, noise models, and statevector vs shot simulation.

pymatgen-materials

Use this Skill for materials science with pymatgen: crystal structure manipulation, Materials Project API queries (bandgap, DOS, formation energy), phase diagrams, and symmetry analysis.

pyscf-quantum-chem

Use this Skill for quantum chemistry calculations with PySCF: HF/DFT single-point energy, geometry optimization, MP2/CCSD(T) post-HF methods, basis set selection, and molecular orbital analysis.

rdkit-cheminformatics

Use this Skill for cheminformatics with RDKit: SMILES/InChI parsing, Morgan fingerprints, Tanimoto similarity, Murcko scaffold decomposition, substructure search, and chemical space visualization.

optimization-or

Use this Skill for operations research and optimization: LP/QP/MILP with cvxpy and OR-Tools, convex relaxation, sensitivity analysis, and Gurobi/GLPK solver interface.

survival-analysis

Use this Skill for survival analysis: Kaplan-Meier estimator, log-rank test, Cox PH model (Schoenfeld residuals), AFT models, competing risks (Fine-Gray), and time-varying covariates with lifelines.

rioxarray-remote-sensing

Read, reproject, resample, and analyze multispectral GeoTIFF imagery with rioxarray and rasterio; compute NDVI/EVI, mask clouds, mosaic scenes, and export Cloud-Optimized GeoTIFFs.