{"id":16705056,"url":"https://github.com/mcabbott/atomicpriors.jl","last_synced_at":"2026-03-18T21:35:02.168Z","repository":{"id":117870882,"uuid":"130920003","full_name":"mcabbott/AtomicPriors.jl","owner":"mcabbott","description":"🦔","archived":false,"fork":false,"pushed_at":"2022-05-09T01:38:40.000Z","size":902,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-10-13T19:28:46.327Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mcabbott.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-04-24T22:20:24.000Z","updated_at":"2023-05-01T23:53:16.000Z","dependencies_parsed_at":"2023-04-07T13:22:46.174Z","dependency_job_id":null,"html_url":"https://github.com/mcabbott/AtomicPriors.jl","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcabbott%2FAtomicPriors.jl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcabbott%2FAtomicPriors.jl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcabbott%2FAtomicPriors.jl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcabbott%2FAtomicPriors.jl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mcabbott","download_url":"https://codeload.github.com/mcabbott/AtomicPriors.jl/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243561207,"owners_count":20311053,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2024-10-12T19:28:32.868Z","updated_at":"2026-01-02T01:58:14.885Z","avatar_url":"https://github.com/mcabbott.png","language":"Julia","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AtomicPriors.jl\n\nThis package contains software related to the following papers:\n\n1. *Far from Asymptopia* \u003cbr/\u003e\nMichael Abbott \u0026 Benjamin Machta \u003cbr/\u003e\n[arXiv:2205.03343](http://arxiv.org/abs/2205.03343)\n\n2. *Information geometry for multiparameter models: New perspectives on the origin of simplicity* \u003cbr/\u003e\nKatherine Quinn, Michael Abbott, Mark Transtrum, Benjamin Machta, James Sethna \u003cbr/\u003e\n[arXiv:2111.07176](http://arxiv.org/abs/2111.07176)\n\n3. *A scaling law from discrete to continuous solutions of\nchannel capacity problems in the low-noise limit* \u003c!--(a.k.a. *An information scaling law: ζ = 3/4*)--\u003e \u003cbr/\u003e\nMichael Abbott \u0026 Benjamin Machta \u003cbr/\u003e\n[J. Stat. Phys. **176** (2019) 214–227](https://doi.org/10.1007/s10955-019-02296-2) \u003c!-- [arXiv:1710.09351](https://arxiv.org/abs/1710.09351) --\u003e\n\n4. *Maximizing the information learned from finite data selects a simple model* \u003c!--(a.k.a. *Rational Ignorance*)--\u003e \u003cbr/\u003e\nHenry Mattingly, Mark Transtrum, Michael Abbott, Benjamin Machta \u003cbr/\u003e\n[PNAS **115** (2018) 1760-1765](https://doi.org/10.1073/pnas.1715306115) \u003c!-- ≈ [arXiv:1705.01166](https://arxiv.org/abs/1705.01166) --\u003e\n\n(All of this code post-dates the 2018 PNAS paper.)\n\n### Installation\n\nYou will need at Julia 1.6 or later, freely available from [julialang.org](https://julialang.org/downloads/).\nThese commands will install the package, and all of its dependencies:\n\n```julia\nusing Pkg  # Julia's built-in package manager\nPkg.add(url=\"https://github.com/mcabbott/AtomicPriors.jl\")\nPkg.add(\"Plots\")\nusing AtomicPriors, Plots\n```\n\nThe basic use is shown in some noebooks in the `/docs/` folder,\nwhich can be viewed nicely online at [...github.io...basic.html](https://mcabbott.github.io/AtomicPriors.jl/docs/basic.html).\n\nIn case this prompts anyone to learn Julia, [these lectures](https://julia.quantecon.org/intro.html) were helpful (the first few),\nand [this page](https://docs.julialang.org/en/v1/manual/noteworthy-differences/index.html) lists differences from Matlab (and Python, R).\n\n### Author\n\nMichael Abbott, uploaded March 2022\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmcabbott%2Fatomicpriors.jl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmcabbott%2Fatomicpriors.jl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmcabbott%2Fatomicpriors.jl/lists"}