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Try ONNX-exporting the trained aroma GNN for in-process .NET serving; if it will not export cleanly, stand up the thin
Python aroma sidecar (documented fallback).
Acceptance
- [ ] Either an aroma ONNX ...
area:aroma
Number of Occurrences: 1
Error Message
RuntimeError: ETH core heartbeat check failed on device ASIC ID: 87033183734870338, ETH core e9-6 (NOC0), post code: 2040000 | Physical Discovery found 1 missing ...
Freezing then a crash
crash-2026-06-24_19.13.48-client.txt here s a link to my crash report, and a screenshot of my modlist.
img width= 272 height= 528 alt= Image src=
https://github.com/user-attachments/assets/32cbe523-8368-4968-a8a9-faaec63e1637 ...
Set up the OpenPOM/DeepChem environment (CPU) and train the aroma model on Pyrfume/Leffingwell. Version-fragile — pin
against OpenPOM requirements.
Acceptance
- [ ] training/train_odor.py produces ...
area:aroma
Render taste results as meters, each labeled with its confidence tier.
Acceptance
- [ ] Sweet/bitter/umami meters with probabilities
- [ ] Sour/salty shown as rule flags
- [ ] Each value displays ...
area:ui
Scaffold the React app under frontend/ with a molecule input (name/SMILES) and a results panel wired to /predict.
Acceptance
- [ ] frontend/ builds and runs
- [ ] Submits a molecule and renders the ...
area:ui
good-first-issue
Implement MoleculeService (SMILES parsing, fingerprints) via RDKit.DotNetWrap; reconcile the [CONFIRM] method names
against the installed binding.
Acceptance
- [ ] SMILES → Morgan fingerprint matches ...
area:api
Port the deterministic rule layer from training/predict.py to C#: sour (acidic-group), salty (cation-aware), defensive
safety flags.
Acceptance
- [ ] Sour/salty rules match Python on the test molecules ...
area:api
Description: Users are encountering a significant issue on the website when attempting to add new items to a restaurant
s menu. During the item creation process, the platform fails to allow the upload ...
Expose POST /predict (name or SMILES) returning the taste read against the fixed JSON contract.
Acceptance
- [ ] Returns sweet/bitter/umami probabilities + sour/salty rule flags
- [ ] Every value ...
area:api

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