A Bunch of Words: an Introduction to SpaCy on CORD-19
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Blog posts
2020
A Second Step into Feature Engineering: Feature Selection
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We are ready to start with the second part of Feature Engineering (if you’ve missed the previous article, you can find it here). In this short article, we’ll go through a few simple techniques in Feature Selection and Extraction.
Deep Fake Challenge: an Overview
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Here it follows a brief introduction to the Deep Fake Challenge from Kaggle.
Contents
DAIgnosis: Exploring the Space of Metrics
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Episode 1: Useful Metrics in Medical Diagnosis
The Learning Problem: Comparison between Brain and Machine
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Chapter 1: The Neuron and the Perceptron
Mine Navigation: Minecraft and Reinforcement Learning
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Navigation tasks in a reinforcement learning framework
If you’re interested in diving into the details of this project, check out the code and the documentation. Here it follows a short introduction behind MineNavigation.
2019
A Reinforcement Learning Algorithm for Reducing Energy Consumption
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Progress in urbanization and advancement of the “fully connected” society is giving electricity more and more importance as the main energy source for our social life. Electricity, like air and water, is so widespread that nobody may notice its existence. In view of the increase in its demand, the electric power system has come to face three adversely affecting issues, namely: energy security, economic growth, and environmental protection. Or else, if supply of electricity is stopped, our society will be thrown into a terrible chaos.