{"id":18811499,"url":"https://github.com/toelt-llc/paper-nn-performance-bootstrap-tutorial","last_synced_at":"2026-04-26T20:32:22.569Z","repository":{"id":82243939,"uuid":"327917832","full_name":"toelt-llc/PAPER-NN-Performance-Bootstrap-Tutorial","owner":"toelt-llc","description":"This repository contains material that has been linked in the MAKE paper on bootstrapping. No paper files are contained here. Only code.","archived":false,"fork":false,"pushed_at":"2021-01-22T08:58:06.000Z","size":78,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-22T03:37:36.650Z","etag":null,"topics":["paper","python","tutorial"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/toelt-llc.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2021-01-08T13:58:04.000Z","updated_at":"2022-06-01T08:43:28.000Z","dependencies_parsed_at":null,"dependency_job_id":"c59efd7c-2e63-4131-84eb-9d38c99db6eb","html_url":"https://github.com/toelt-llc/PAPER-NN-Performance-Bootstrap-Tutorial","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/toelt-llc/PAPER-NN-Performance-Bootstrap-Tutorial","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/toelt-llc%2FPAPER-NN-Performance-Bootstrap-Tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/toelt-llc%2FPAPER-NN-Performance-Bootstrap-Tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/toelt-llc%2FPAPER-NN-Performance-Bootstrap-Tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/toelt-llc%2FPAPER-NN-Performance-Bootstrap-Tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/toelt-llc","download_url":"https://codeload.github.com/toelt-llc/PAPER-NN-Performance-Bootstrap-Tutorial/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/toelt-llc%2FPAPER-NN-Performance-Bootstrap-Tutorial/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32312297,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T19:15:34.056Z","status":"ssl_error","status_checked_at":"2026-04-26T19:15:15.467Z","response_time":129,"last_error":"SSL_read: 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":["paper","python","tutorial"],"created_at":"2024-11-07T23:26:34.138Z","updated_at":"2026-04-26T20:32:22.539Z","avatar_url":"https://github.com/toelt-llc.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Code for _Estimating Neural Network's Performance with Bootstrap: a Tutorial_\n\nThis repository contains the code that have been used for the paper \n\nMichelucci, U. and Venturini, F., **Estimating Neural Network's Performance with Bootstrap: a Tutorial**, to be published on the journal [MAKE](https://www.mdpi.com/journal/make) (MDPI).\n\n## How to use this repository\n\nThe repository contains a folder, ```code``` that contains one Jupyter Notebook where you will find the code with some examples of the simulations as they are described in the paper. Clicking on the link below\n\n[Simulation Python Code](http://colab.research.google.com/github/toelt-llc/NN-Performance-Bootstrap-Tutorial/blob/main/code/Tutorial%20Resampling%20with%20NN.ipynb)\n\nyou can open the notebook in [Google Colab](https://colab.research.google.com) where you can try the simulations. Note that if you decide to use Google Colab, you don't need to install anything on your laptop, except [Google Chrome](https://www.google.com/chrome/?brand=FHFK\u0026gclid=CjwKCAiAouD_BRBIEiwALhJH6JKt7h3q1IjeBhWPLfJXed4YSZ9qqVwIo8DfPTp5j4PNM1hRPUeaPhoCnXoQAvD_BwE\u0026gclsrc=aw.ds). If you have a python installation on your machine (for example Anaconda for MS Windows), you can clone this repository locally and use it on your machine.\n\n## References\n\n### Paper\n\nIf you want to reference the paper you can use the following formats\n\n**Plain Text**: \n\n    Michelucci, U.; Venturini, F. Estimating Neural Network’s Performance with Bootstrap: a Tutorial. \n    Preprints 2021, 2021010431 \n    \n(note that as soon as the paper will be published the reference will be changed)\n\n\n\n### This repository\n\nIf you use any of this code, a reference would be nice. You can reference it using the following texts\n\n**Plain Text**: \n    \n    Michelucci, U. Code for Estimating Neural Network’s Performance with Bootstrap: \n    a Tutorial, https://github.com/toelt-llc/NN-Performance-Bootstrap-Tutorial, 2021\n\n**bibtex**:\n\n    @misc{code,\n      author = {Michelucci, U.},\n      title = {Code for {\\sl Estimating Neural Network's Performance with Bootstrap: a Tutorial}},\n      year = {2021},\n      publisher = {GitHub},\n      journal = {GitHub repository},\n      howpublished = {\\url{https://github.com/toelt-llc/NN-Performance-Bootstrap-Tutorial}\n    }}\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftoelt-llc%2Fpaper-nn-performance-bootstrap-tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftoelt-llc%2Fpaper-nn-performance-bootstrap-tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftoelt-llc%2Fpaper-nn-performance-bootstrap-tutorial/lists"}