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docs: README hero + demo screenshots, repo topics, licensing-label fix - #176

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rvnminers-A-and-N merged 2 commits into
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chore/readme-hero-and-topics
Jul 15, 2026
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rvnminers-A-and-N merged 2 commits into
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chore/readme-hero-and-topics

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Front-page + provenance polish for the repo (part of the visibility/license-audit pass):

  • README hero + screenshots — hero image, a confidence-tagged molecule read, and the 3D flavor-space map (MW×logP×TPSA axes, colored by taste & aroma, all 24 aroma + 6 taste classes labelled). Optimized/downsized.
  • Repo topics (set via API): cheminformatics, qsar, rdkit, scikit-learn, machine-learning, molecular-property-prediction, flavor, aroma, taste-prediction, flavor-chemistry, food-tech, onnx, fastapi, on-premise, structure-activity.
  • Licensing — corrected the footer's stale 'academic, cited' badge on ChemTastesDB to CC BY 4.0 (matches DATA-SOURCES.md), and added a dated commercial-clean attestation (independently re-verified: ChemTastesDB CC-BY-4.0, SweetenersDB MIT, gov sources public-domain; no NonCommercial data ships).

Add a hero image, a molecule-read screenshot, and the 3D flavor-space map
(on real MW x logP x TPSA axes, colored by taste & aroma with all 24 aroma
+ 6 taste classes labelled) to the top of the README so the front page
shows what the tool does at a glance. Images downsized/optimized.

Signed-off-by: Austin L. <86896075+rvnminers-A-and-N@users.noreply.github.com>
…attestation

The app footer labelled ChemTastesDB 'academic, cited' — misleadingly
cautious, since the dataset deposit is CC BY 4.0 (commercial use OK with
attribution), which DATA-SOURCES.md already states. Fix the footer badge
to 'CC BY 4.0'. Add a dated commercial-clean attestation to DATA-SOURCES:
independently re-verified (ChemTastesDB CC-BY-4.0 on Zenodo, SweetenersDB
MIT on GitHub; PubChem/HSDB/Tox21/FDA-SAF public domain); no NonCommercial
data ships in the commercial edition.

Signed-off-by: Austin L. <86896075+rvnminers-A-and-N@users.noreply.github.com>
@rvnminers-A-and-N
rvnminers-A-and-N merged commit 43e93da into main Jul 15, 2026
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@rvnminers-A-and-N
rvnminers-A-and-N deleted the chore/readme-hero-and-topics branch July 15, 2026 23:57
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