diff --git a/src/evaluate.cpp b/src/evaluate.cpp
index 12ecff00..384c081d 100644
--- a/src/evaluate.cpp
+++ b/src/evaluate.cpp
@@ -30,7 +30,7 @@
 #include "material.h"
 #include "pawns.h"
 #include "thread.h"
-#include "eval/nnue/evaluate_nnue.h"
+#include "nnue/evaluate_nnue.h"
 
 namespace Trace {
 
diff --git a/src/learn/learner.cpp b/src/learn/learner.cpp
index e343fde5..aff32ee8 100644
--- a/src/learn/learner.cpp
+++ b/src/learn/learner.cpp
@@ -81,7 +81,7 @@
 #include "multi_think.h"
 
 #if defined(EVAL_NNUE)
-#include "../eval/nnue/evaluate_nnue_learner.h"
+#include "../nnue/evaluate_nnue_learner.h"
 #include <shared_mutex>
 #endif
 
diff --git a/src/nnue/evaluate_nnue.cpp b/src/nnue/evaluate_nnue.cpp
index 55e627d0..6a664907 100644
--- a/src/nnue/evaluate_nnue.cpp
+++ b/src/nnue/evaluate_nnue.cpp
@@ -5,10 +5,10 @@
 #include <fstream>
 #include <iostream>
 
-#include "../../evaluate.h"
-#include "../../position.h"
-#include "../../misc.h"
-#include "../../uci.h"
+#include "../evaluate.h"
+#include "../position.h"
+#include "../misc.h"
+#include "../uci.h"
 
 #include "evaluate_nnue.h"
 
diff --git a/src/nnue/evaluate_nnue_learner.cpp b/src/nnue/evaluate_nnue_learner.cpp
index 3297037d..650f443e 100644
--- a/src/nnue/evaluate_nnue_learner.cpp
+++ b/src/nnue/evaluate_nnue_learner.cpp
@@ -5,15 +5,15 @@
 #include <random>
 #include <fstream>
 
-#include "../../learn/learn.h"
-#include "../../learn/learning_tools.h"
+#include "../learn/learn.h"
+#include "../learn/learning_tools.h"
 
-#include "../../position.h"
-#include "../../uci.h"
-#include "../../misc.h"
-#include "../../thread_win32_osx.h"
+#include "../position.h"
+#include "../uci.h"
+#include "../misc.h"
+#include "../thread_win32_osx.h"
 
-#include "../evaluate_common.h"
+#include "../eval/evaluate_common.h"
 
 #include "evaluate_nnue.h"
 #include "evaluate_nnue_learner.h"
diff --git a/src/nnue/evaluate_nnue_learner.h b/src/nnue/evaluate_nnue_learner.h
index ace66524..1e4a463e 100644
--- a/src/nnue/evaluate_nnue_learner.h
+++ b/src/nnue/evaluate_nnue_learner.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../learn/learn.h"
+#include "../learn/learn.h"
 
 namespace Eval {
 
diff --git a/src/nnue/features/castling_right.h b/src/nnue/features/castling_right.h
index 709d4688..3af5b074 100644
--- a/src/nnue/features/castling_right.h
+++ b/src/nnue/features/castling_right.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/enpassant.h b/src/nnue/features/enpassant.h
index 51880bb4..f77f9c4f 100644
--- a/src/nnue/features/enpassant.h
+++ b/src/nnue/features/enpassant.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/features_common.h b/src/nnue/features/features_common.h
index 8d2ca4a2..2fabbd4f 100644
--- a/src/nnue/features/features_common.h
+++ b/src/nnue/features/features_common.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "../nnue_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/half_kp.h b/src/nnue/features/half_kp.h
index cc9cd660..d2e8e521 100644
--- a/src/nnue/features/half_kp.h
+++ b/src/nnue/features/half_kp.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/half_relative_kp.h b/src/nnue/features/half_relative_kp.h
index 2f967745..49b31499 100644
--- a/src/nnue/features/half_relative_kp.h
+++ b/src/nnue/features/half_relative_kp.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/index_list.h b/src/nnue/features/index_list.h
index 39e66a09..0374b19d 100644
--- a/src/nnue/features/index_list.h
+++ b/src/nnue/features/index_list.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../position.h"
+#include "../../position.h"
 #include "../nnue_architecture.h"
 
 namespace Eval {
diff --git a/src/nnue/features/k.h b/src/nnue/features/k.h
index d7a6f4aa..28431010 100644
--- a/src/nnue/features/k.h
+++ b/src/nnue/features/k.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/features/p.h b/src/nnue/features/p.h
index 27a944fa..d07acb59 100644
--- a/src/nnue/features/p.h
+++ b/src/nnue/features/p.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_NNUE)
 
-#include "../../../evaluate.h"
+#include "../../evaluate.h"
 #include "features_common.h"
 
 namespace Eval {
diff --git a/src/nnue/nnue_test_command.cpp b/src/nnue/nnue_test_command.cpp
index b0c57d4c..311c5ded 100644
--- a/src/nnue/nnue_test_command.cpp
+++ b/src/nnue/nnue_test_command.cpp
@@ -2,8 +2,8 @@
 
 #if defined(ENABLE_TEST_CMD) && defined(EVAL_NNUE)
 
-#include "../../thread.h"
-#include "../../uci.h"
+#include "../thread.h"
+#include "../uci.h"
 #include "evaluate_nnue.h"
 #include "nnue_test_command.h"
 
diff --git a/src/nnue/trainer/trainer_affine_transform.h b/src/nnue/trainer/trainer_affine_transform.h
index f5b208a3..db56c1c0 100644
--- a/src/nnue/trainer/trainer_affine_transform.h
+++ b/src/nnue/trainer/trainer_affine_transform.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../../learn/learn.h"
+#include "../../learn/learn.h"
 #include "../layers/affine_transform.h"
 #include "trainer.h"
 
diff --git a/src/nnue/trainer/trainer_clipped_relu.h b/src/nnue/trainer/trainer_clipped_relu.h
index 566ed777..fd7b1a07 100644
--- a/src/nnue/trainer/trainer_clipped_relu.h
+++ b/src/nnue/trainer/trainer_clipped_relu.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../../learn/learn.h"
+#include "../../learn/learn.h"
 #include "../layers/clipped_relu.h"
 #include "trainer.h"
 
diff --git a/src/nnue/trainer/trainer_feature_transformer.h b/src/nnue/trainer/trainer_feature_transformer.h
index 0139d534..97dbeff4 100644
--- a/src/nnue/trainer/trainer_feature_transformer.h
+++ b/src/nnue/trainer/trainer_feature_transformer.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../../learn/learn.h"
+#include "../../learn/learn.h"
 #include "../nnue_feature_transformer.h"
 #include "trainer.h"
 #include "features/factorizer_feature_set.h"
diff --git a/src/nnue/trainer/trainer_input_slice.h b/src/nnue/trainer/trainer_input_slice.h
index f5b263d3..33e39244 100644
--- a/src/nnue/trainer/trainer_input_slice.h
+++ b/src/nnue/trainer/trainer_input_slice.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../../learn/learn.h"
+#include "../../learn/learn.h"
 #include "../layers/input_slice.h"
 #include "trainer.h"
 
diff --git a/src/nnue/trainer/trainer_sum.h b/src/nnue/trainer/trainer_sum.h
index 2efdff67..fb5b1532 100644
--- a/src/nnue/trainer/trainer_sum.h
+++ b/src/nnue/trainer/trainer_sum.h
@@ -5,7 +5,7 @@
 
 #if defined(EVAL_LEARN) && defined(EVAL_NNUE)
 
-#include "../../../learn/learn.h"
+#include "../../learn/learn.h"
 #include "../layers/sum.h"
 #include "trainer.h"
 
diff --git a/src/position.h b/src/position.h
index 725be527..52cc0254 100644
--- a/src/position.h
+++ b/src/position.h
@@ -32,7 +32,7 @@
 #include "misc.h"
 #include "types.h"
 
-#include "eval/nnue/nnue_accumulator.h"
+#include "nnue/nnue_accumulator.h"
 
 
 /// StateInfo struct stores information needed to restore a Position object to
diff --git a/src/uci.cpp b/src/uci.cpp
index c775f333..3b0a08a9 100644
--- a/src/uci.cpp
+++ b/src/uci.cpp
@@ -35,7 +35,7 @@
 #include "syzygy/tbprobe.h"
 
 #if defined(EVAL_NNUE) && defined(ENABLE_TEST_CMD)
-#include "eval/nnue/nnue_test_command.h"
+#include "nnue/nnue_test_command.h"
 #endif
 
 using namespace std;