Prazma/ANR

AI algorithm implementation for prediction

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#5 opened on Apr 14, 2018

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Epicenhancementgood first issuehelp wanted

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Description

As we can see from the program written on path js/ai.js, there is no AI machine learning algorithm with two outputs (increase or decrease with the steam output).

The next goal of this project is to implement the "prediction" algorithm based off of a simple backpropagation algorithm, with two outputs are written above.

Contributor guide

Research direction
Study the existing js/ai.js file, understand its structure, then implement a two output backpropagation neural network for prediction. Ensure the algorithm outputs increase or decrease.
Tech stack
javascript
Domain
ai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
JavaScriptNeural Networks basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50