Archives for optimizers

01 Apr

What is momentum in a Neural network and how does it work?

In a neural network, there is the concept of loss, which is used to calculate performance. The higher the loss, the poorer the performance of the neural network, that is why we always try to minimize the loss so that the neural network performs better.

17 Nov

PyTorch Releases Version 2 Of LightningCLI

Victor Dey AI

PyTorch Lightning aims at becoming the simplest, most flexible framework for expediting any kind of deep learning research to production.

05 May

Getting Started With Deep Learning Using TensorFlow Keras

Rajkumar Lakshmanamoorthy activation function

Deep Learning is a subset of Machine learning. It was developed to have an architecture and functionality similar to that of a human brain.

The post Getting Started With Deep Learning Using TensorFlow Keras appeared first on Analytics India Magazine.

25 Jan

Guide To The Latest AdaBelief Optimizer for Machine/Deep learning

Mohit Maithani adabelief optimizer

We have seen enough of the optimizers previously in Tensorflow and PyTorch library, today we will be discussing a specific one i.e. AdaBelief. Almost every neural network and machine learning algorithm use optimizers to optimize their loss function using gradient descent. There are many optimizers available in PyTorch as well as TensorFlow for a specific…

The post Guide To The Latest AdaBelief Optimizer for Machine/Deep learning appeared first on Analytics India Magazine.

18 Jan

Guide To Tensorflow Keras Optimizers

Mohit Maithani deep learning optimizers

Optimizers are the expanded class, which includes the method to train your machine/deep learning model. Right optimizers are necessary for your model as they improve training speed and performance, Now there are many optimizers algorithms we have in PyTorch and TensorFlow library but today we will be discussing how to initiate TensorFlow Keras optimizers, with…

The post Guide To Tensorflow Keras Optimizers appeared first on Analytics India Magazine.

18 Jan

Guide To Tensorflow Keras Optimizers

Mohit Maithani deep learning optimizers

The post Guide To Tensorflow Keras Optimizers appeared first on Analytics India Magazine.

23 Sep

Gradient Descent – Everything You Need To Know With Implementation In Python

Rohit Dwivedi deep learning

Through this article, we will discuss more optimizers and the most commonly used optimizer gradient descent. We will explore how it works and will check its implementation in python.

The post Gradient Descent – Everything You Need To Know With Implementation In Python appeared first on Analytics India Magazine.