Rishi Shivhare - OpenGenus IQ: Learn Algorithms, DL, System Design

ML model to predict Fuel Efficiency [project]

The goal of the fuel efficiency project at OpenGenus is to predict the fuel efficiency of a vehicle based on various input features.

Deep Learning

Concept and Data Drift in Deep Learning

"Drift" is a concept frequently employed in machine learning to delineate the gradual deterioration in the operational efficacy of a machine learning model over an extended period.

Deep Learning

Polyak Averaging

Polyak averaging is named after its inventors Anatoli Juditsky and Arkadii Nemirovski (also known as Polyak and Ruppert) and is a method of model averaging that helps to produce a more robust and accurate final model by combining the information from different iterations.

Deep Learning

Gradient clipping in DL

Gradient clipping is a technique commonly used in deep / machine learning, particularly in the training of deep neural networks, to address the issue of exploding gradients.

Culture

Lotka’s Law of authorship / Lotka-Volterra law of scientific productivity

Lotka's law, also known as Lotka-Volterra law of scientific productivity or simply Lotka's law of authorship, is a principle in bibliometrics and information science that describes the distribution of productivity among authors in a particular field.

Algorithms

Shell Metzner sort

The Shell-Metzner sort is a modified version of a sorting method called Shell sort. It was developed by Marlene Metzner to make it work even better.