{"id":16543603,"url":"https://github.com/hsm207/python_no_prototype","last_synced_at":"2026-05-06T14:36:02.593Z","repository":{"id":115475447,"uuid":"237828405","full_name":"hsm207/python_no_prototype","owner":"hsm207","description":"Challenges in using Python for rapid prototyping","archived":false,"fork":false,"pushed_at":"2020-02-05T13:30:56.000Z","size":21,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-04T09:43:31.073Z","etag":null,"topics":["datascience","julia","python"],"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/hsm207.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":"2020-02-02T20:00:13.000Z","updated_at":"2020-02-05T13:30:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"fb22d4fa-d8f0-497c-ac96-668ffb286a8a","html_url":"https://github.com/hsm207/python_no_prototype","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hsm207/python_no_prototype","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fpython_no_prototype","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fpython_no_prototype/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fpython_no_prototype/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fpython_no_prototype/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hsm207","download_url":"https://codeload.github.com/hsm207/python_no_prototype/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsm207%2Fpython_no_prototype/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32698496,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-06T08:33:17.875Z","status":"ssl_error","status_checked_at":"2026-05-06T08:33:17.221Z","response_time":117,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":["datascience","julia","python"],"created_at":"2024-10-11T19:00:33.984Z","updated_at":"2026-05-06T14:36:02.577Z","avatar_url":"https://github.com/hsm207.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n\nThis repository contains code to reproduce the results described in\nmy Medium blog post titled [\"How Practical Is Python For Prototyping Data Science Projects At Scale?\"](https://medium.com/towards-artificial-intelligence/how-practical-is-python-for-prototyping-data-science-projects-at-scale-88d345fa849d)\n\n# Requirements\n* Docker \n\n# Usage\n1. Navigate to this project's root directory.\n2. Execute:\n    ```shell script\n    bash scripts/setup_environment.sh\n    ```\n   This will open a open Jupyter server on port 8888.\n   \n3. Open the link from step 2 in a web browser and navigate\nto the notebooks folder to view the Julia and Python solutions. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsm207%2Fpython_no_prototype","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhsm207%2Fpython_no_prototype","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsm207%2Fpython_no_prototype/lists"}