What is the use of tf equal function

This recipe explains what is the use of tf equal function

Recipe objective

What is the use of tf.equal function?

This can be achieved by using "tf.math.equal" function available in tensorflow, which returns the truth value of (x==y) element wise. It performs a broadcast with the arguments and then an element wise equality comparison which will return a tensor of boolean values.

Step 1 - Import library

import tensorflow as tf

Step 2 - Take Sample data

x_data = tf.constant([3, 6]) y_data = tf.constant(6)

Step 3 - Perform Equal

equal = tf.math.equal(x_data, y_data) equal

 

{"mode":"full","isActive":false}

What Users are saying..

profile image

Jingwei Li

Graduate Research assistance at Stony Brook University
linkedin profile url

ProjectPro is an awesome platform that helps me learn much hands-on industrial experience with a step-by-step walkthrough of projects. There are two primary paths to learn: Data Science and Big Data.... Read More

Relevant Projects

MLOps Project for a Mask R-CNN on GCP using uWSGI Flask
MLOps on GCP - Solved end-to-end MLOps Project to deploy a Mask RCNN Model for Image Segmentation as a Web Application using uWSGI Flask, Docker, and TensorFlow.

AWS MLOps Project for Gaussian Process Time Series Modeling
MLOps Project to Build and Deploy a Gaussian Process Time Series Model in Python on AWS

Build Classification Algorithms for Digital Transformation[Banking]
Implement a machine learning approach using various classification techniques in Python to examine the digitalisation process of bank customers.

End-to-End ML Model Monitoring using Airflow and Docker
In this MLOps Project, you will learn to build an end to end pipeline to monitor any changes in the predictive power of model or degradation of data.

End-to-End Snowflake Healthcare Analytics Project on AWS-2
In this AWS Snowflake project, you will build an end to end retraining pipeline by checking Data and Model Drift and learn how to redeploy the model if needed

NLP Project for Multi Class Text Classification using BERT Model
In this NLP Project, you will learn how to build a multi-class text classification model using using the pre-trained BERT model.

Time Series Analysis with Facebook Prophet Python and Cesium
Time Series Analysis Project - Use the Facebook Prophet and Cesium Open Source Library for Time Series Forecasting in Python

Classification Projects on Machine Learning for Beginners - 1
Classification ML Project for Beginners - A Hands-On Approach to Implementing Different Types of Classification Algorithms in Machine Learning for Predictive Modelling

Demand prediction of driver availability using multistep time series analysis
In this supervised learning machine learning project, you will predict the availability of a driver in a specific area by using multi step time series analysis.

NLP Project to Build a Resume Parser in Python using Spacy
Use the popular Spacy NLP python library for OCR and text classification to build a Resume Parser in Python.