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GitHub: https://github.com/arorayash905 LinkedIn: https://www.linkedin.com/in/arorayash905/ Siamese Neural Network: https://roboticswithpython.com/siamese-neural-network-architecture/ C1_W1_Lab_3_siamese-network Imports¶ In [1]: try: # %tensorflow_version only exists in Colab. %tensorflow_version 2.x except Exception: pass import tensorflow as tf from tensorflow.keras.models import …
Siamese Neural Networks (SNN) are used to find the similarities between two inputs by determining the difference between the outputs from the inputs given. Sometimes Siamese Neural Network is called Similarity Learning and Twin neural network because the architecture of SNN’s Algorithm works with two inputs.
Why we needed the word-2-vec when we already have Bags of word and TF-IDF algorithms in NLP? The word 2 vec gives us a crucial data optimization as well as …