Add support for Categorization Tasks
- 主要語言
- Python
- 星號
- 26
- 分支
- 3
- PR 合併指標
- 30 天內沒有已合併 PR
描述
## Summary
> Implement dataset categorization to enhance data organization and accessibility.
## Pain Points
> What challenges are users encountering without this feature?
1. Users may struggle with managing and organizing datasets effectively, leading to difficulties in data retrieval and analysis.
2. Without categorization, datasets can become unwieldy and less useful for targeted tasks or queries.
## Current Workarounds
> Have you come across any alternatives or tried any workarounds?
1. Users might manually categorize datasets or use external tools, but this can be time-consuming and prone to errors.
2. Ad-hoc or makeshift solutions may be used to handle dataset organization, which may lack consistency and efficiency.
## Solution
> What solution would you like to see?
1. Implement functionality to categorize datasets effectively, improving data management and accessibility.
## References
> Have you seen similar solutions or examples elsewhere?
1. [Lilac](https://lilacai-lilac.hf.space/datasets#lilac/OpenOrca&viewPivot=true&pivot=%7B%22outerPath%22%3A%5B%22question__cluster%22%2C%22category_title%22%5D%2C%22innerPath%22%3A%5B%22question__cluster%22%2C%22cluster_title%22%5D%7D)
2. [Concept](https://docs.lilacml.com/concepts/concepts.html)
## Additional Notes
> Is there anything else you’d like us to know?
1. Effective dataset categorization will streamline data management and enhance overall usability.
## Contribution
- [ ] I’d love help with this if needed!
貢獻指南
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研究方向
該 issue 描述了對資料集分類的高層需求,但未指定要在程式碼庫中更改什麼。請查看專案結構以了解目前如何處理資料集。查看連結的 Lilac 範例以了解可能的分類方法。確定需要哪些新功能或模組來實作分類任務。
由索引模型根據 Issue 內容生成。
評估
- 領域
- data, data-engineering
- Issue 類型
- 功能
- 難度
- 5/5
- 預估耗時
- 一週以上
- 活躍度
- 停滯
- 描述清晰度
- 需要釐清
- 新手友好度
- 20/100