{"id":19845742,"url":"https://github.com/jesussantana/sampling","last_synced_at":"2025-02-28T20:17:18.369Z","repository":{"id":113637712,"uuid":"359412233","full_name":"jesussantana/Sampling","owner":"jesussantana","description":"Perform Data Sampling with Python","archived":false,"fork":false,"pushed_at":"2021-06-01T15:10:18.000Z","size":5281,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-11T12:33:38.252Z","etag":null,"topics":["preprocessing","python","random-sampling","reservoir-sampling","sampling","smote-sampling","stratified-sampling","systematic-sampling"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/jesussantana.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":"2021-04-19T10:04:32.000Z","updated_at":"2021-06-21T14:45:27.000Z","dependencies_parsed_at":null,"dependency_job_id":"b3a4c856-6e5a-4040-995d-1d4912659aee","html_url":"https://github.com/jesussantana/Sampling","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/jesussantana%2FSampling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FSampling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FSampling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FSampling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jesussantana","download_url":"https://codeload.github.com/jesussantana/Sampling/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241224607,"owners_count":19929972,"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":["preprocessing","python","random-sampling","reservoir-sampling","sampling","smote-sampling","stratified-sampling","systematic-sampling"],"created_at":"2024-11-12T13:09:06.816Z","updated_at":"2025-02-28T20:17:18.364Z","avatar_url":"https://github.com/jesussantana.png","language":"Jupyter Notebook","readme":"# IT Academy - Data Science with Python\n## Sprint 6: Sampling Methods\n\n[![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/)  \n[![Made withJupyter](https://img.shields.io/badge/Made%20with-Jupyter-orange?style=for-the-badge\u0026logo=Jupyter)](https://jupyter.org/try)  \n[![wakatime](https://wakatime.com/badge/github/jesussantana/Sampling.svg)](https://wakatime.com/badge/github/jesussantana/Sampling)\n\n### Description\nLearn how to sample data with Python.\n\n\n### Level 1\n\n- Exercise 1: \n  - Grab a sports-themed dataset you like. Performs a sampling of the data generating a simple random sample and a systematic sample.\n  \n### Level 2\n\n- Exercise 2: \n  - It continues with the sports theme data set and generates a stratified sample and a sample using SMOTE (Synthetic Minority Oversampling Technique).\n\n### Level 3\n\n- Exercise 3: \n  - It continues with the sports theme dataset and generates a sample using the Reservoir sampling method.\n\n\n### Targets\n\n- Preprocess\n- Sampling","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjesussantana%2Fsampling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjesussantana%2Fsampling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjesussantana%2Fsampling/lists"}