From 812878e6eb89dcb62bfc2ba7cdc16ba6f5cbce9a Mon Sep 17 00:00:00 2001
From: Falguni Ghosh <falguni.ghosh@fau.de>
Date: Sun, 15 Oct 2023 21:00:58 +0000
Subject: [PATCH] Upload New File

---
 1_DL_base/Optimizers.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 1_DL_base/Optimizers.py

diff --git a/1_DL_base/Optimizers.py b/1_DL_base/Optimizers.py
new file mode 100644
index 0000000..b778864
--- /dev/null
+++ b/1_DL_base/Optimizers.py
@@ -0,0 +1,14 @@
+class Sgd:
+    learning_rate = None
+    weight_tensor_updated = None
+
+    def __init__(self, learning_rate):
+        self.learning_rate = learning_rate
+
+    def calculate_update(self, weight_tensor, gradient_tensor):
+        self.weight_tensor_updated = weight_tensor - self.learning_rate * gradient_tensor
+        return self.weight_tensor_updated
+
+    
+
+
-- 
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