From 3c08f5e2b7f0ac9c7f8f3c6616a1b4cf532184fb Mon Sep 17 00:00:00 2001
From: Tunc Kayikcioglu <19364610+tuncK@users.noreply.github.com>
Date: Fri, 21 Apr 2023 10:53:05 +0200
Subject: [PATCH] newer dependencies

---
 DNN_models.py | 4 ++--
 README.md     | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/DNN_models.py b/DNN_models.py
index 48fb37b..684229e 100644
--- a/DNN_models.py
+++ b/DNN_models.py
@@ -257,9 +257,9 @@ def variational_AE(dims, act='relu', init='glorot_uniform', output_act = False,
 
     vae.compile(optimizer='adam', )
 
-    vae.metrics_tensors.append(K.mean(reconstruction_loss))
+    vae.metrics.append(K.mean(reconstruction_loss))
     vae.metrics_names.append("recon_loss")
-    vae.metrics_tensors.append(K.mean(beta * kl_loss))
+    vae.metrics.append(K.mean(beta * kl_loss))
     vae.metrics_names.append("kl_loss")
 
     return vae, encoder, decoder
diff --git a/README.md b/README.md
index 366a882..7dbe237 100644
--- a/README.md
+++ b/README.md
@@ -19,7 +19,7 @@ DeepMicro is a deep representation learning framework exploiting various autoenc
 ```
 **Step 4:** Install required packages, then install tensorflow.
 ```
-~$ pip install --upgrade pip && pip install numpy==1.16.2 && pip install pandas==0.24.2 && pip install scipy==1.2.1 && pip install scikit-learn==0.20.3 && pip install matplotlib==3.0.3 && pip install psutil==5.6.1 && pip install keras==2.2.4
+~$ pip install --upgrade pip && pip install numpy==1.23.5 pandas==1.5.3 scipy==1.10.0 scikit-learn==1.1.1 matplotlib==3.1.3 psutil==5.9.4 keras==2.7.0
 ```
 * If your machine is *not* equipped with GPU, install tensorflow CPU version 
   ```
@@ -27,7 +27,7 @@ DeepMicro is a deep representation learning framework exploiting various autoenc
   ```
 * If it is equipped with GPU, then install tensorflow GPU version
   ```
-  ~$ pip install tensorflow-gpu==1.13.1
+  ~$ pip install tensorflow-gpu==2.7.0
   ```
 **Step 5:** Run DeepMicro, printing out its usage.
 ```