This is a workflow to develop multiplex assay from singleplex data in PCR
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Updated
Aug 13, 2024 - Python
This is a workflow to develop multiplex assay from singleplex data in PCR
A collection of tools for biomedical research assay analysis in Python.
HDStIM: High Dimensional Stimulation Immune Mapping
Open, citation-grade reference data for jewelry: hallmarks, gemstones, assay offices, gemological labs, alloy compositions. JSON, CSV, SQLite. MIT licensed. 219 records, schema-validated, source-cited.
A web app to calculate Anti-Biofilm Combination Index (ABCI)
From confrontation-plate photographs to reviewed colony measurements, matched melanization coefficients and plate-aware treatment comparisons.
Freeze what a function answers and report when that changes. assay's bundle read in the other direction: the finding is difference, not sameness.
Assay: a Bitcoin explorer that checks before it shows. Your browser verifies proof of work, Merkle proofs, difficulty and chainwork instead of trusting the API.
Microplate assay QC: Z-factor, SSMD, and spatial diagnostics from plate reader exports
Python client for the geoDB Open Exploration Protocol — read mineral-exploration project data into DataFrames (STAC, GeoParquet) and write changes back through one gated endpoint (dry run, undo). Apache-2.0.
Biotech / diagnostics operator surface for assay release packets, calibration freshness, variance review, and QA signoff.
Dispensing calculator that reads the API assay as is and computes the kilograms to weigh per lot, rolling to the next lot and flagging a shortfall.
The geoDB Open Exploration Protocol: an open, machine-readable spec for reading QA/QC'd mineral-exploration data from a geoDB project and writing changes back (dry run, per-row answers, undo). A spec, not server code: geoDB hosts the MCP connector for AI assistants at https://api.geodb.io/mcp. Spec CC-BY-4.0, schemas Apache-2.0.
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