huggingface/notebooks
Colab: examples/protein_language_modeling.ipynb — fine-tune/embed with ESM-2 through transformers; switch the model to facebook/esm2_t33_650M_UR50D in fp16 on your 3050
In: LABLOOP-W16 Notebook
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facebookresearch/esm
Read the README's "ESM-2" and embedding extraction sections; the original reference
In: LABLOOP-W16 Notebook
evolutionaryscale/esm (now redirects to Biohub/esm)
Read only; the newer ESM C/ESM3 family. Parked for Half 2
Find it ↗
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In: LABLOOP-W16 Notebook
aangelopoulos/conformal-prediction
Colab: notebooks/meps-cqr.ipynb (conformalized quantile regression on tabular data); map it onto your soft sensor
In: LABLOOP-W16 Notebook
scikit-learn-contrib/MAPIE
Regression example with SplitConformalRegressor (or the current API); get coverage on held-out batches in 20 lines
In: LABLOOP-W16 Notebook