Happy Machine

What is happiness? Human asks, machine answers.

Overview

Can machine understand a sense of happiness? If so, how will they describe it? Through LSTM networks, this happy machine is trained with 100,535 crowd-sourced happy moments collected from people around the world. Let's see how they learn happiness.


Time

08. 2018 – 10. 2018.

Tech Stack

Python, TensorFlow, HTML/CSS, LESS, Javascript, ml5.js, p5.js

Training Model

A pre-trained model for text prediction is generated from "HappyDB: A Corpus of 100,000 Crowdsourced Happy Moments". You can check the additional project visualizing original dataset here. (Built with Three.js, D3.js, and Sheet.js.)

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