{"id":27027211,"url":"https://github.com/crissyro/base-of-ds","last_synced_at":"2025-07-04T23:32:59.489Z","repository":{"id":247804903,"uuid":"826339501","full_name":"crissyro/base-of-DS","owner":"crissyro","description":"This repository serves as a foundation for projects in Data Science and Machine Learning.","archived":false,"fork":false,"pushed_at":"2025-03-29T20:52:20.000Z","size":202700,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-29T21:28:33.336Z","etag":null,"topics":["clustering-algorithm","data-science","data-visualization","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/crissyro.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-09T14:13:46.000Z","updated_at":"2025-03-29T20:52:23.000Z","dependencies_parsed_at":"2024-08-03T07:44:31.078Z","dependency_job_id":"1684923b-175e-457d-a96b-60cdc50a7e44","html_url":"https://github.com/crissyro/base-of-DS","commit_stats":null,"previous_names":["crissyro/base-of-ds"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crissyro%2Fbase-of-DS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crissyro%2Fbase-of-DS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crissyro%2Fbase-of-DS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/crissyro%2Fbase-of-DS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/crissyro","download_url":"https://codeload.github.com/crissyro/base-of-DS/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247261563,"owners_count":20910109,"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":["clustering-algorithm","data-science","data-visualization","machine-learning"],"created_at":"2025-04-04T23:17:32.771Z","updated_at":"2025-04-04T23:17:33.275Z","avatar_url":"https://github.com/crissyro.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# Base of Data Science (DS) and Machine Learning\n\n## Overview\nThis repository serves as a foundation for projects in Data Science and Machine Learning. It includes essential tools, libraries, and configurations to streamline development and experimentation. Key components include a `requirements.txt` file for dependencies and a `Dockerfile` for setting up a Jupyter-based environment.\n\n## Table of Contents\n- [Overview](#overview)\n- [Features](#features)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Contribution](#contribution)\n- [License](#license)\n\n## Features\n- Pre-configured environment for Data Science and Machine Learning.\n- Docker support for consistent and isolated development.\n- Dependencies listed in `requirements.txt` for easy installation.\n- Ready-to-use Jupyter Notebook interface.\n\n## Installation\n\n### Using Docker\n1. Build the Docker image:\n    ```bash\n    docker build -t base-of-ds .\n    ```\n2. Run the container:\n    ```bash\n    docker run -p 8888:8888 -v $(pwd):/home/jupyter base-of-ds\n    ```\n3. Access the Jupyter Notebook interface at `http://localhost:8888`.\n\n### Without Docker\n1. Clone the repository:\n    ```bash\n    git clone https://github.com/crissyro/base-of-DS.git\n    ```\n2. Navigate to the project directory:\n    ```bash\n    cd base-of-DS\n    ```\n3. Install dependencies:\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n## Usage\nThis repository is structured for flexibility in Data Science workflows. Use the Jupyter Notebook interface or scripts in the repository for experimentation and analysis.\n\n### Example\n1. Launch Jupyter Notebook:\n    ```bash\n    jupyter notebook\n    ```\n2. Open and run notebooks in the `notebooks/` directory.\n\n## Contribution\nWe welcome contributions to improve this repository. See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.\n\n## License\nThis repository is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcrissyro%2Fbase-of-ds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcrissyro%2Fbase-of-ds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcrissyro%2Fbase-of-ds/lists"}