Ashvinee

Different activation functions are used in the Neural Network (NN) architecture. The work of these activation functions is to activate only the specific neurons responsible for the final prediction. The use of the activation function is to add non-linearity to the NN. The activation can be used in the intermediate layers or at the end of the NN for prediction. The non-linear activation function helps to learn more complex features from the input. The linear activation functio

Spektral is an easy library used to create graph neural network for graph classification. A graph is a mathematical object that represents relations between entities. We call the entities "nodes" and the relations "edges". Colab Code Run this code in colab to install spektral library. !pip install spektral Import all the neccessary packages needed import numpy as np import tensorflow as tf import spektral Datasets: We will be using Cora dataset. It contains 2708 scientif

Few ideas may arise after a few experiments on the deep learning projects for improving the performance of the model. Do I Collect more data Collect more diverse training set Train algorithm longer with gradient descent Try Adam instead of gradient descent Try bigger network Try smaller network Try dropout Add L2 regularisation Modify activation functions Change number of hidden units In this blog, we will try to make an effective environment that can help to quickly figure o

Linear and logistic regression Linear Regression and Logistic Regression both are supervised Machine Learning algorithms. Linear...

Most of the work done in face recognition doesn’t work well on Indian faces. In this project, a quick approach is used for Indian face...

The eye is one of the sensors present in humans similar to our ears, nose, Tong, and skin for vision. Most of the inputs to these sensors...

A neural network is highly motivated by the biological neural system. All the developed neural network algorithms are somehow related to...

The human brain is an important part of visualization. The human brain contains approximately a hundred billion neurons and glia. Neurons...

Euclid laid the foundation of geometry that existed for over 2000 years. With the help of few great scientists N. Lobachevsky, J. ...

Python Introduction Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Its high-level...