microsoft/hve-core
Publicmirrored from https://github.com/microsoft/hve-coreAvailable
plugins/data-science/README.md
32lines · modecode
| 1 | <!-- markdownlint-disable-file --> |
| 2 | # Data Science |
| 3 | |
| 4 | Data specification generation, Jupyter notebooks, and Streamlit dashboards |
| 5 | |
| 6 | ## Install |
| 7 | |
| 8 | ```bash |
| 9 | copilot plugin install data-science@hve-core |
| 10 | ``` |
| 11 | |
| 12 | ## Agents |
| 13 | |
| 14 | | Agent | Description | |
| 15 | |--------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 16 | | gen-data-spec | Generate comprehensive data dictionaries, machine-readable data profiles, and objective summaries for downstream analysis (EDA notebooks, dashboards) through guided discovery | |
| 17 | | gen-jupyter-notebook | Create structured exploratory data analysis Jupyter notebooks from available data sources and generated data dictionaries | |
| 18 | | gen-streamlit-dashboard | Develop a multi-page Streamlit dashboard | |
| 19 | | test-streamlit-dashboard | Automated testing for Streamlit dashboards using Playwright with issue tracking and reporting | |
| 20 | |
| 21 | ## Instructions |
| 22 | |
| 23 | | Instruction | Description | |
| 24 | |-------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
| 25 | | python-script | Instructions for Python scripting implementation - Brought to you by microsoft/hve-core | |
| 26 | | uv-projects | Create and manage Python virtual environments using uv commands | |
| 27 | | hve-core-location | Important: hve-core is the repository containing this instruction file; Guidance: if a referenced prompt, instructions, agent, or script is missing in the current directory, fall back to this hve-core location by walking up this file's directory tree. | |
| 28 | |
| 29 | --- |
| 30 | |
| 31 | > Source: [microsoft/hve-core](https://github.com/microsoft/hve-core) |
| 32 | |
| 33 | |