{"id":48599701,"url":"https://github.com/gvwilson/rsdtx","last_synced_at":"2026-04-08T21:32:53.880Z","repository":{"id":348019836,"uuid":"1195571215","full_name":"gvwilson/rsdtx","owner":"gvwilson","description":"research software design and testing by example","archived":false,"fork":false,"pushed_at":"2026-04-07T00:19:13.000Z","size":1153,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-07T02:21:07.727Z","etag":null,"topics":["lessons","research-software-engineering","testing"],"latest_commit_sha":null,"homepage":"https://gvwilson.github.io/rsdtx/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gvwilson.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":"authorship/index.md","dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-03-29T20:22:36.000Z","updated_at":"2026-04-07T00:19:16.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/gvwilson/rsdtx","commit_stats":null,"previous_names":["gvwilson/rsdtx"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gvwilson/rsdtx","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gvwilson%2Frsdtx","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gvwilson%2Frsdtx/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gvwilson%2Frsdtx/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gvwilson%2Frsdtx/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gvwilson","download_url":"https://codeload.github.com/gvwilson/rsdtx/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gvwilson%2Frsdtx/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31575617,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-08T14:31:17.711Z","status":"ssl_error","status_checked_at":"2026-04-08T14:31:17.202Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["lessons","research-software-engineering","testing"],"created_at":"2026-04-08T21:32:52.534Z","updated_at":"2026-04-08T21:32:53.874Z","avatar_url":"https://github.com/gvwilson.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Research Software Design and Testing by Example\n\n## Learner Persona\n\nFIXME\n\n\u003cdiv class=\"row\" markdown=\"1\"\u003e\n\u003cdiv class=\"col-6\" markdown=\"1\"\u003e\n\n## Chapters\n\n\u003cdiv id=\"lessons\" markdown=\"1\"\u003e\n1.  [Introduction](@/intro/)\n1.  [1D Diffusion Simulation](@/diffusion/)\n1.  [Predator-Prey Dynamics](@/lotka/)\n1.  [Pairwise Sequence Alignment](@/align/)\n1.  [Phylogenetic Tree Reconstruction](@/phylo/)\n1.  [Peak Detection in Mass Spectra](@/massspec/)\n1.  [Cell Segmentation in Microscopy Images](@/cellseg/)\n1.  [Exoplanet Detection via Radial Velocity](@/radvel/)\n1.  [Mineral Classification by Geochemistry](@/mineral/)\n1.  [Heat Conduction Through a Composite Wall](@/heatwall/)\n1.  [Pollutant Spread in a River Network](@/pollute/)\n1.  [Flood Frequency Analysis](@/flood/)\n1.  [Percolation in a Porous Medium](@/porous/)\n1.  [Fitting an SIR Epidemic Model](@/sir/)\n1.  [Survival Analysis with Kaplan-Meier](@/survival/)\n1.  [Anomaly Detection in Patient Vital Signs](@/vitals/)\n1.  [Tumor Classification by Logistic Regression](@/tumor/)\n1.  [Estimating Price Elasticity of Demand](@/elasticity/)\n1.  [Wealth Inequality in an Exchange Economy](@/wealth/)\n1.  [Structural Break Detection in Economic Time Series](@/breakpoint/)\n1.  [Schelling Segregation Model](@/schelling/)\n1.  [Vocabulary Richness in Historical Texts](@/vocab/)\n1.  [Topic Modeling a Document Corpus](@/topics/)\n1.  [Authorship Attribution by N-gram Profiles](@/authorship/)\n1.  *[Word Frequency Change Over Time](@/wordshift/)*\n1.  *[Manuscript Stemma Reconstruction](@/stemma/)*\n1.  *[Least-Cost Path Analysis for Trade Routes](@/leastcost/)*\n1.  *[Spatial Clustering of Archaeological Sites](@/archcluster/)*\n1.  *[Spatial Interpolation of Climate Data](@/interp/)*\n1.  *[Fitting a Learning Curve to Experimental Data](@/learning/)*\n1.  *[Signal Detection Theory Analysis](@/sdt/)*\n1.  *[Inter-Rater Agreement](@/agreement/)*\n1.  [Conclusion](@/finale/)\n\u003c/div\u003e\n\n\u003c/div\u003e\n\u003cdiv class=\"col-6\" markdown=\"1\"\u003e\n\n## Appendices\n\n\u003cdiv id=\"appendices\" markdown=\"1\"\u003e\n1.  [License](@/license/)\n1.  [Code of Conduct](@/conduct/)\n1.  [Bibliography](@/bibliography/)\n1.  [Glossary](@/glossary/)\n\u003c/div\u003e\n\n\u003c/div\u003e\n\u003c/div\u003e\n\n## Acknowledgments {: #acknowledgments}\n\n[Greg Wilson][wilson-greg] is a programmer, author, and educator based in Toronto, Canada.\nHe was the co-founder and first Executive Director of Software Carpentry\nand received ACM SIGSOFT's Influential Educator Award in 2020.\n\n\u003cp class=\"center\"\u003e\n  \u003cem\u003e\n    start where you are\n    \u0026middot;\n    use what you have\n    \u0026middot;\n    help who you can\n  \u003c/em\u003e\n\u003c/p\u003e\n\n[sdxpy]: https://third-bit.com/sdxpy/\n[wilson-greg]: https://third-bit.com/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgvwilson%2Frsdtx","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgvwilson%2Frsdtx","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgvwilson%2Frsdtx/lists"}