Wazy

Latest version: v0.12.1

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0.12.1

* Fixed missing `batch_ask` key split

0.12.0

* Fixed bug in starting distribution that froze-out optimization with pretrained model
* Added MCMC baseline method
* Added notebooks for Blosum & Hemolytic tasks from paper
* Adjusted Hyperparameters for UCB/EI

0.11.1

* Re-aligned hyperparameters with paper

0.11.0

* Fixed float64 dtypes from appearing
* Made output sequence after BayesOpt match closer by sampling with same key, rather than use mode of logits
* Switched to using variance, instead of epistemic variance (need to explore more)
* Current best now correctly is passed to step

0.10.1

* Significant rewrite of ask/tell interface to reduce tracing times
* Raise warning instead of error when BO cannot find new sequences to test

0.9.2

* Fixed bug to require model retrain after batch ask

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