Wearable Signal Tools · Validation statistics
Open-source wearable validation statistics tools
5 open-source tools in this category covering PPG, ECG, IMU and respiration signals. Each listing shows its licence, commercial use and last commit.
Which open-source validation statistics tools work with wearable signal data?
- Biomedical Signal Forensics Labaudit toolkit for wearable PPG/ECG quality, fairness and causal sensitivityPPGECGSignal qualityPythonLicence: MITCommercial use: yesLast commit Nov 4, 2026
- BioPsyKitPython signal processing toolbox for ECG, respiration and accelerometer/IMU signalsECGRespirationIMUSignal processingPythonLicence: MITCommercial use: yesLast commit Oct 20, 2026
- Google Pixel Watch 3 validation codeanalysis code and data for a Pixel Watch 3 VO2max, energy and heart-rate validationPPGValidation statisticsLanguage not statedLicence: Not statedCommercial use: Not statedLast commit Sep 23, 2026
- Open Oximeter Benchlow-cost bench to compare pulse oximeters across skin tonesPPGSimulation and synthetic dataLanguage not statedLicence: MITCommercial use: yesLast commit Nov 2, 2026
- wearablehrvPython validation statistics tool for ECG signalsECGValidation statisticsPythonLicence: MITCommercial use: yesLast commit Oct 17, 2024
Questions about validation statistics tools
How many open-source validation statistics tools are listed?
5, counting tools with this as their main or secondary category. By signal: PPG 3, ECG 3, IMU 1 and Respiration 1.
Which programming languages do these validation statistics tools use?
Python (3); 2 do not state a language. A tool that names more than one language is counted under each.
Can I use these validation statistics tools in a commercial product?
It depends on each licence. Of the 5 tools, 4 list commercial use as yes, 0 as no and 1 do not state it. Each tool page shows the licence exactly as the project publishes it; read the licence in the project repository before you build on it.
Listings, summaries, licences and commercial-use fields are shown as recorded for each project, as of Oct 21, 2026. Maintenance is computed from the date of the last commit. Check the licence in each project’s repository before you use it.