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A pre-clinical Edge-AI SDK for diabetes management validation.

Project description

IINTS-AF SDK

PyPI version Python Package CI Docs

One platform for insulin-algorithm research.

IINTS-AF combines three layers in one SDK:

  • Simulate insulin algorithms on virtual patients
  • Certify the data and outputs with built-in trust grading
  • Understand results with reports, posters, and local AI review

Docs: python35.github.io/IINTS-SDK

Install

python3 -m venv .venv
source .venv/bin/activate
python -m pip install -U pip
python -m pip install -U "iints-sdk-python35[mdmp]"

Sanity check:

iints doctor --smoke-run

Quick Flow

iints quickstart --project-name iints_quickstart
cd iints_quickstart
iints presets run --name baseline_t1d --algo algorithms/example_algorithm.py
iints data certify contracts/clinical_mdmp_contract.yaml results/<run_id>/results.csv --output-json results/<run_id>/certification.json
iints ai report results/<run_id>

Read Next

  • Start here: docs/GETTING_STARTED.md
  • Installation and paths: docs/INSTALLATION.md
  • Study analysis: docs/STUDY_ANALYSIS.md
  • AI assistant: docs/AI_ASSISTANT.md
  • Data certification: docs/MDMP_QUICKSTART.md
  • Full manual: docs/manuals/IINTS-AF_SDK_Manual.md

Important

IINTS-AF is research software. It is not a medical device and does not provide clinical treatment advice.

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