From e9d0000d4f0f541a865498c6523eae163fce96b7 Mon Sep 17 00:00:00 2001
From: Lenny Shleymovich <lenny.shleymovich@blockfills.com>
Date: Fri, 6 Dec 2024 11:46:29 -0600
Subject: [PATCH] Changes in 3 files are not needed anymore

---
 opennn/batch.cpp                | 2 +-
 opennn/probabilistic_layer_3d.h | 2 +-
 opennn/strings_utilities.cpp    | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/opennn/batch.cpp b/opennn/batch.cpp
index 2b6da6214..7791575da 100644
--- a/opennn/batch.cpp
+++ b/opennn/batch.cpp
@@ -28,7 +28,7 @@ void Batch::fill(const vector<Index>& sample_indices,
     {
 /*
         // @TODO
-        const Tensor<type, 2>& augmented_data = perform_augmentation(data);
+        Tensor<type, 2>& augmented_data = perform_augmentation(data);
 
         fill_tensor_data(augmented_data, sample_indices, input_indices, input_data);
 */
diff --git a/opennn/probabilistic_layer_3d.h b/opennn/probabilistic_layer_3d.h
index 00ffc59ae..29bb7baca 100644
--- a/opennn/probabilistic_layer_3d.h
+++ b/opennn/probabilistic_layer_3d.h
@@ -27,7 +27,7 @@ class ProbabilisticLayer3D : public Layer
 
    ProbabilisticLayer3D(const Index& = 0, const Index& = 0, const Index& = 0);
 
-   enum class ActivationFunction{Softmax, Competitive, Binary, Logistic};
+   enum class ActivationFunction{Softmax, Competitive};
 
    Index get_inputs_number_xxx() const;
    Index get_inputs_depth() const;
diff --git a/opennn/strings_utilities.cpp b/opennn/strings_utilities.cpp
index bd2aaff7b..8e7d214c7 100644
--- a/opennn/strings_utilities.cpp
+++ b/opennn/strings_utilities.cpp
@@ -1436,7 +1436,7 @@ void delete_short_long_words(vector<vector<string>>& documents_words,
 
     #pragma omp parallel for
 
-    for(size_t i = 0; i < documents_number; i++)
+    for(Index i = 0; i < Index(documents_number); i++)
     {
         for(size_t j = 0; j < documents_words[i].size(); j++)
         {