From 55d1aac216c45b65cd41226a8c03ff7ef4cc81cc Mon Sep 17 00:00:00 2001
From: Henry Wallace <67589487+henry-wallace-phys@users.noreply.github.com>
Date: Mon, 2 Dec 2024 11:23:45 +0000
Subject: [PATCH 1/5] Update tf_autotune_interface.py

---
 .../machine_learning/tensorflow/tf_autotune_interface.py      | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_autotune_interface.py b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_autotune_interface.py
index 0bd65cf..9e6012e 100644
--- a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_autotune_interface.py
+++ b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_autotune_interface.py
@@ -1,4 +1,4 @@
-from MaCh3PythonUtils.machine_learning.tf_interface import TfInterface
+from MaCh3PythonUtils.machine_learning.tensorflow.tf_interface import TfInterface
 import tensorflow as tf
 import pandas as pd
 import numpy as np
@@ -101,4 +101,4 @@ def train_model(self):
         
         self._model = self._model_tuner.hypermodel.build(best_hps)
         
-        self._model.fit(scaled_data, scaled_labels, epochs=self._epochs, batch_size=self._batch_size , validation_split=0.2, callbacks=[stop_early, lr_schedule])
\ No newline at end of file
+        self._model.fit(scaled_data, scaled_labels, epochs=self._epochs, batch_size=self._batch_size , validation_split=0.2, callbacks=[stop_early, lr_schedule])

From d02dfbc000a7643def0c9368bfe01d936d55d1e3 Mon Sep 17 00:00:00 2001
From: Henry Wallace <67589487+henry-wallace-phys@users.noreply.github.com>
Date: Mon, 2 Dec 2024 11:24:45 +0000
Subject: [PATCH 2/5] Update tf_interface.py

---
 .../machine_learning/tensorflow/tf_interface.py               | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_interface.py b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_interface.py
index 8ef6a9a..cecc5cb 100644
--- a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_interface.py
+++ b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_interface.py
@@ -1,5 +1,5 @@
 # Let's make a tensor flow interface!
-from MaCh3PythonUtils.machine_learning.file_ml_interface import FileMLInterface
+from MaCh3PythonUtils.machine_learning.tensorflow.file_ml_interface import FileMLInterface
 import tensorflow as tf
 import pandas as pd
 import numpy as np
@@ -100,4 +100,4 @@ def model_predict(self, test_data: pd.DataFrame):
 
     def model_predict_no_scale(self, test_data):
         # Same as above but specifically for TF, optimised to avoid if statement...
-        return self._model(test_data, training=False)
\ No newline at end of file
+        return self._model(test_data, training=False)

From ec8ad74b8b485e0cd76093e5e89a0c5f213265fc Mon Sep 17 00:00:00 2001
From: Henry Wallace <67589487+henry-wallace-phys@users.noreply.github.com>
Date: Mon, 2 Dec 2024 11:25:22 +0000
Subject: [PATCH 3/5] Update tf_manual_interface.py

---
 .../machine_learning/tensorflow/tf_manual_interface.py          | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_manual_interface.py b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_manual_interface.py
index 4f05408..47408e4 100644
--- a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_manual_interface.py
+++ b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_manual_interface.py
@@ -1,4 +1,4 @@
-from MaCh3PythonUtils.machine_learning.tf_interface import TfInterface
+from MaCh3PythonUtils.machine_learning.tensorflow..tf_interface import TfInterface
 import tensorflow as tf
 import pandas as pd
 import numpy as np

From 0eca8b5cf9373d5d749c8721b869f829beaefb3d Mon Sep 17 00:00:00 2001
From: Henry Wallace <67589487+henry-wallace-phys@users.noreply.github.com>
Date: Mon, 2 Dec 2024 11:26:03 +0000
Subject: [PATCH 4/5] Update tf_normalizing_flow_model.py

---
 .../machine_learning/tensorflow/tf_normalizing_flow_model.py    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_normalizing_flow_model.py b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_normalizing_flow_model.py
index e40577b..930ea3f 100644
--- a/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_normalizing_flow_model.py
+++ b/src/MaCh3PythonUtils/machine_learning/tensorflow/tf_normalizing_flow_model.py
@@ -1,4 +1,4 @@
-from MaCh3PythonUtils.machine_learning.tf_manual_interface import TfManualInterface
+from MaCh3PythonUtils.machine_learning.tensorflow.tf_manual_interface import TfManualInterface
 
 import tensorflow_probability as tfp
 import tensorflow.keras as tfk

From 6f329d18804da238d41c352fe8500aa663452c94 Mon Sep 17 00:00:00 2001
From: Henry Wallace <67589487+henry-wallace-phys@users.noreply.github.com>
Date: Mon, 2 Dec 2024 11:26:42 +0000
Subject: [PATCH 5/5] Update __init__.py

---
 src/MaCh3PythonUtils/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/MaCh3PythonUtils/__init__.py b/src/MaCh3PythonUtils/__init__.py
index 08b2af4..9cb47cf 100644
--- a/src/MaCh3PythonUtils/__init__.py
+++ b/src/MaCh3PythonUtils/__init__.py
@@ -1,2 +1,2 @@
-__version__="2.0.0"
+__version__="2.0.1"
 __author__="Henry Wallace"