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TapAI

public
0 stars
1 forks
1 issues

Commits

List of commits on branch main.
Unverified
e312076d28c45962c0b6763388b5635c74bb0036

center table

kkylesayrs committed 2 years ago
Unverified
4c3474ab1fe0510af82290887da97f3f3b7fbdb3

fix typo

kkylesayrs committed 2 years ago
Unverified
539d06f4f51e0ef37cb4a6537b1d520a8587bd20

Better roadmap

kkylesayrs committed 2 years ago
Verified
e72906b591558968e5115adc59c58490c0f2c933

Update README.md

kkylesayrs committed 2 years ago
Unverified
c20f2be4890077482335506cb4eec442f5eab628

code cleanup

kkylesayrs committed 2 years ago
Unverified
13c4011b9cec4e9db504cda626fe0613d2acb265

Revamp

kkylesayrs committed 2 years ago

README

The README file for this repository.

TapAI

Game where you and a partner have to communicate while avoiding a wiretapping AI

TODO: Usage

TODO: Setup Guide

Web Interface Setup

To run the game in the web interface:

  1. Install Node.js and npm (https://nodejs.org/en/download/)
  2. Clone this repository if you haven't already: git clone https://github.com/kylesayrs/TapAI.git
  3. Go to web interface folder: cd TapAI/web_interface
  4. Go to the server folder, run npm i, and then start the server with npm run dev
  5. Open another terminal window, go to the client folder, run npm i, and then start the client with npm start
  6. Go to http://localhost:8080

The web app is also live at https://tapai.herokuapp.com.

Data Collection

Here are a few card sets along with relevant data sources

  • Animals
    • Wikipedia
  • ATLA Characters
    • Wikipedia
    • Avatar Wiki
  • Food
    • Wikipedia
    • Amazon fine food reviews
  • Products
    • Wikipedia
    • Amazon reviews
    • Home depot product search relevance
  • Slang
    • Wikipedia
    • Urban dictionary words and definitions

TODO: Preprocessing

Models

Feature Extractor Model Name Status Performance (1-5)
Tfidf Naive Bayes 🟢 1
Avg Tokenizer Cosine Similarity 🟡 2
Tfidf Logistic Regression 🔴 (2)
Tokenizer 1D Convolution 🔴 (3)
Tokenizer LSTM 🔴 (4)
Tokenizer Zero Shot Bert MNLI 🔴 (4)
Tokenizer Bert 🔴 (4)
Tokenizer Bert Pretrained MLM 🔴 (4)
Tokenizer Zero Shot GPT2 🔴 (5)
Tokenizer Zero Shot GPT3 🔴 (5)

TODO: Results

Authors

Kyle Sayers Jimmy Maslen