Deep Learning

Easy way to calculate the standard deviation or variance of the tensor in TensorFlow?

January 24, 2023January 24, 2023
by Kathan Soni
Deep Learning

Let’s see how you can calculate the standard deviation or variance of the tensor. As you know while building a neural network, you have to perform aggregation on the tensor often. Finding maximum, minimum, and sum is done via the same piece of code with very little change in it. But finding variance or standard deviation will require some tweaks.… Continue readingEasy way to calculate the standard deviation or variance of the tensor in TensorFlow?

How to Create A Chat GPT-3 Web app with Streamlit in Python

January 9, 2023January 9, 2023
by Kathan Soni
Machine Learning, Deep Learning, Python

OpenAI’s ChatGPT-3(Generative Pre-trained Transformer) is one of the most powerful AI chatbots right now. You can ask anything and it gives the precise answers of it. OpenAI also provides API to implement it in the programming. In this article, we will see how to create a Chat GPT-3 web app with Streamlit in python using API. After creating this, your… Continue readingHow to Create A Chat GPT-3 Web app with Streamlit in Python

4 Excellent ways to reduce overfitting in neural networks

November 8, 2022November 11, 2022
by Kathan Soni
Deep Learning

When the model performs excellently on the training dataset but performs very very poorly on the testing or validation dataset that it is called that overfitting. So here you will see the 4 best ways to reduce overfitting in neural networks.