resp_protein_toolkit
==========================================================
Tools for protein sequence preparation, uncertainty aware
model training and *in silico* directed evolution with
a trained uncertainty-aware model.

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   Tools for encoding / prepping protein sequences <protein_encoding>

   Useful uncertainty-aware AI / ML models for protein sequence data <available_models>

   Tools for *in silico* directed evolution <in_silico_directed_evolution>

   RESP pipeline classification example <resp_toolkit_classification_example>


Uncertainty-aware deep learning
=================================
Use the VanillaRFF layer class to add an approximate Gaussian process as the
last layer of any deep learning model and thereby obtain uncertainty
quantitation / improved uncertainty calibration.

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  :maxdepth: 1

   VanillaRFF layer <uncertainty_aware_dl>


Miscellaneous
==============

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  :maxdepth: 1

  About / Contact <contact>

  
* :ref:`search`