Neural Quantum States
Picture by By Tatiana Shepeleva/shutterstock.com One of the most challenging problems in modern theoretical physics is the so-called many-body problem. Typical many-body systems are composed… Read More »Neural Quantum States
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Machine Learning
Knowledge graphs are network graphs that link related concepts and properties together to create a form of inferencing engine, with knowledge engineering being the programming aspect of graph usage. Explore how knowledge graphs are created and queried, how they are used as part of a broader form of enterprise metadata management, and how they tie into ML and the IoT.
Where have you seen Machine Learning in your everyday life?
This article is on the blog artificialintelligenceml. This article features the following applications, one of them is pictured above (recommendation engine). Google’s AI-Powered Predictions Ridesharing… Read More »Where have you seen Machine Learning in your everyday life?
Everything You Need to Know About Google Brain’s TensorFlow
This article was written by Jeffry Thurana. Anybody who has tried Google Photos would agree that this free photo storage and management service from Google is… Read More »Everything You Need to Know About Google Brain’s TensorFlow
Essentials of Deep Learning : Introduction to Long Short Term Memory
This article was written by Pranjal Srivastava. Sequence prediction problems have been around for a long time. They are considered as one of the hardest… Read More »Essentials of Deep Learning : Introduction to Long Short Term Memory
Reinforcement Learning to Reduce Building Energy Consumption
Heating, ventilation, and air conditioning of buildings accounts alone for nearly 40% of the global energy demand [1]. The need for Energy Savings has become increasily foundamental to fight Climate Change. We… Read More »Reinforcement Learning to Reduce Building Energy Consumption
We See in 3D – So Should Our CNN Models
Summary: Autonomous vehicles (AUVs) and many other systems that need to accurately perceive the world around them will be much better off when image classification… Read More »We See in 3D – So Should Our CNN Models
Artificial Neural Networks in a Nutshell
According to Wikipedia, an ANN is based on a collection of connected units or nodes called artificial neurons, which loosely model the neurons in a… Read More »Artificial Neural Networks in a Nutshell
Price Optimisation Using Decision Tree (Regression Tree) – Machine Learning
INTRODUCTION TO THE RESEARCH QUESTION The research was conducted to find out what price maximises profit without sacrificing the high demand for the product due… Read More »Price Optimisation Using Decision Tree (Regression Tree) – Machine Learning