From 3a15ab71cba3e7b2ec006448af681cc9483e999e Mon Sep 17 00:00:00 2001
From: bobarna <barnabas.borcsok@gmail.com>
Date: Fri, 3 Dec 2021 12:24:21 +0100
Subject: [PATCH] Change deprecated 'lr' argument to 'learning_rate'

This gets rid of the UserWarning:
`The 'lr' argument is deprecated, use 'learning_rate' instead.`
---
 intro-teaser.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/intro-teaser.ipynb b/intro-teaser.ipynb
index 8ea69b9..2c03e72 100644
--- a/intro-teaser.ipynb
+++ b/intro-teaser.ipynb
@@ -173,7 +173,7 @@
    "source": [
     "# Loss function\n",
     "loss_sv = tf.keras.losses.MeanSquaredError()\n",
-    "optimizer_sv = tf.keras.optimizers.Adam(lr=0.001)\n",
+    "optimizer_sv = tf.keras.optimizers.Adam(learning_rate=0.001)\n",
     "nn_sv.compile(optimizer=optimizer_sv, loss=loss_sv)\n",
     "\n",
     "# Training\n",
@@ -291,7 +291,7 @@
     "def loss_dp(y_true, y_pred):\n",
     "    return mse(y_true,y_pred**2)\n",
     "\n",
-    "optimizer_dp = tf.keras.optimizers.Adam(lr=0.001)\n",
+    "optimizer_dp = tf.keras.optimizers.Adam(learning_rate=0.001)\n",
     "nn_dp.compile(optimizer=optimizer_dp, loss=loss_dp)"
    ]
   },