https://github.com/ihmissuti/hacker-ai

Pre-test Hacker News Show HN post subtitles with machine learning algorithm
https://github.com/ihmissuti/hacker-ai

Last synced: about 2 months ago
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Pre-test Hacker News Show HN post subtitles with machine learning algorithm

• Host: GitHub
• URL: https://github.com/ihmissuti/hacker-ai
• Owner: ihmissuti
• Created: 2020-11-26T11:41:28.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-01-31T19:34:26.000Z (over 3 years ago)
• Last Synced: 2024-05-08T13:33:07.790Z (5 months ago)
• Language: JavaScript
• Size: 181 KB
• Stars: 20
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Hacker-AI

This is an example repo of hacker-ai.com

Hacker-AI is a tool for pre-testing your Show HN titles and Product Hunt texts. 

## How it works

Visit https://www.hacker-ai.com and enter your Show HN title variations and see which one has higher chance of winning according to the neural network.

## Under the hood

Hacker-AI uses a brain.js feed-forward neural network machine learning model. The example in this Github repo uses a dataset that contains all stories and comments between 2006 and 2017.

https://www.kaggle.com/hacker-news/hacker-news

https://github.com/HackerNews/API/blob/master/LICENSE

 The live site hacker-ai.com updates it's data monthly from Hacker News API and Product Hunt API.

## Accuracy

The algorithm has been able to predict 60%-70% of the cases correctly when used together with bag-of-words analysis.