Assay planning, schedule-aware experiment orchestration, and outcome interpretation for lab-in-the-loop proteomics
Project description
bijux-proteomics-lab
bijux-proteomics-lab converts scientific requirements into executable assay
plans, dependency-aware schedules, and outcome interpretation that feeds back
into program progression decisions.
Use this package when you need lab-in-the-loop planning under gate constraints, capacity-aware batch construction, and rerun recommendations tied to assay outcomes.
Why teams pick this package
- practical lab planning built around dependencies, capacity, and timing limits
- structured assay plans and review packets ready for scientific operations
- outcome interpretation flows that support rerun and escalation decisions
- repository contracts for integrating plan queues and feedback loops
Typical use cases
- convert candidate requirements into executable assay schedules
- sequence assay batches while respecting constraints and review gates
- summarize execution outcomes and recommend reruns with explicit rationale
- track plan quality trends and feed outcomes back into decision pipelines
Installation
pip install bijux-proteomics-lab
Quick start
from bijux_proteomics_lab import planning, outcomes, repositories
Package boundaries
This package owns assay planning, schedule generation, outcome interpretation, and rerun strategy support.
It does not own program-stage authority, ranking policy, or evidence truth semantics.
Source guide
src/bijux_proteomics_lab/planning.pyfor planning and scheduling modelssrc/bijux_proteomics_lab/outcomes.pyfor outcome interpretation and rerun decisionssrc/bijux_proteomics_lab/repositories.pyfor repository contracts and trend summariestestsfor executable behavior expectations
Documentation
Project details
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