Predict protein stability from sequence

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Which mutations make proteins sturdier?

Improve prediction of how single mutations change protein stability, using a public dataset such as the mega-scale cDNA display stability measurements. Establish baselines from published models, hold out whole proteins rather than random mutations, and test one modeling idea at a time. Report Spearman correlation and error on the held-out set, with data splits, code and failed attempts.