From c56279cfecdd183b0fda8e9cd5dff2eac8630b83 Mon Sep 17 00:00:00 2001
From: ThomasMBury <tombury182@gmail.com>
Date: Tue, 4 Feb 2025 21:04:25 -0500
Subject: [PATCH] update tf requirements in readme

---
 README.md                              |  2 +-
 tutorials/tutorial_deep_learning.ipynb | 10 +++++-----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index ac60a1a..8fa2b46 100644
--- a/README.md
+++ b/README.md
@@ -57,7 +57,7 @@ Package dependencies are
 'statsmodels>=0.9.0',
 'scipy>=1.0.1',
 ```
-and should be installed automatically. To use the deep learning functionality, you will need to install [TensorFlow](https://www.tensorflow.org/install) with version later than 2.0 and earlier than 2.12.
+and should be installed automatically. To use the deep learning functionality, you will need to install [TensorFlow](https://www.tensorflow.org/install) with version later than 2.10 and earlier than 2.16.
 
 To install the latest *development* version, use the command
 ```bash
diff --git a/tutorials/tutorial_deep_learning.ipynb b/tutorials/tutorial_deep_learning.ipynb
index bcd565f..ac3743f 100644
--- a/tutorials/tutorial_deep_learning.ipynb
+++ b/tutorials/tutorial_deep_learning.ipynb
@@ -336,8 +336,8 @@
     }
    ],
    "source": [
-    "# classifier_path = '../saved_classifiers/bury_pnas_21/len500/best_model_1_1_len500.pkl' # old keras formt TF<=12\n",
-    "classifier_path = '../saved_classifiers/bury_pnas_21/len500/best_model_1_1_len500.keras' # newer keras format TF>=15\n",
+    "# classifier_path = '../saved_classifiers/bury_pnas_21/len500/best_model_1_1_len500.pkl' # exported using TF version = 2.12 (legacy)\n",
+    "classifier_path = '../saved_classifiers/bury_pnas_21/len500/best_model_1_1_len500.keras' # exported using TF version = 2.15\n",
     "classifier = load_model(classifier_path)"
    ]
   },
@@ -14827,9 +14827,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "metal2",
+   "display_name": "ewstools",
    "language": "python",
-   "name": "metal2"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -14841,7 +14841,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.1"
+   "version": "3.10.5"
   }
  },
  "nbformat": 4,