Research software / model
Public research code or model access may still have restrictions. Read the exact release, weights and dataset licences.
目录收录项的客观内涵
研究原型模型、辅助工具库、商业软件与内部协作平台存在本质区别。收录并不代表获得临床批件或具有现货可用性。
Supporting software
Tools such as RDKit support molecular workflows but are not automatically AI models. Their role is explicitly labelled.
Hardware / instrument
A documented biological application or ML workflow is required; a powerful processor alone is not sufficient.
Internal / collaboration platform
Company capabilities are not presented as downloadable or purchasable tools without documented access.
Evidence
Project documentation establishes reported functionality. It does not replace independent benchmarks or validation on your data.
Clinical boundary
Research pathology and variant analysis are not clinical clearance. Diagnostic tests and general clinical devices remain outside this research catalog.
在选择计算流水线之前
- Define the input, output and biological question.
- Record code, checkpoint, preprocessing and data versions.
- Check licence and data handling requirements.
- Evaluate representative held-out data and a suitable baseline.
- Plan independent experimental or reference-data validation.
The September 2026 reference document informed the taxonomy. Conflicting claims, unverified versions and unsupported performance numbers were not automatically imported.
开始探索工具目录 →