From fefebccd5c7f1954a62ffc5be8bd031ca7720d29 Mon Sep 17 00:00:00 2001
From: Tim O'Donnell <timodonnell@gmail.com>
Date: Tue, 6 Feb 2018 12:12:50 -0500
Subject: [PATCH] update docs

---
 mhcflurry/allele_encoding.py           | 2 +-
 mhcflurry/class1_affinity_predictor.py | 3 +++
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/mhcflurry/allele_encoding.py b/mhcflurry/allele_encoding.py
index d95d2ce2..1fb7b131 100644
--- a/mhcflurry/allele_encoding.py
+++ b/mhcflurry/allele_encoding.py
@@ -10,7 +10,7 @@ class AlleleEncoding(object):
             alleles,
             allele_to_fixed_length_sequence=None):
         """
-        A place to cache encoding for a (potentially large) sequence of alleles.
+        A place to cache encodings for a (potentially large) sequence of alleles.
 
         Parameters
         ----------
diff --git a/mhcflurry/class1_affinity_predictor.py b/mhcflurry/class1_affinity_predictor.py
index 5f82e982..0b90d8c3 100644
--- a/mhcflurry/class1_affinity_predictor.py
+++ b/mhcflurry/class1_affinity_predictor.py
@@ -414,6 +414,9 @@ class Class1AffinityPredictor(object):
             Number of neural networks to fit
         
         architecture_hyperparameters_list : list of dict
+            List of hyperparameters. If more than one set of hyperparameters
+            are specified, model selection over them is performed and model
+            with the lowest validation loss is selected for each fold.
                
         allele : string
         
-- 
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