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Machine Learning Task Manager
(Still under development)

What's Inside:

  • Swift Script to collect data(recommend at least 3 months of heavy usage)
  • Transformer Model and Preprocessing using PyTorch, NumPy, SciKit-Learn and more

Setting Up Data Collection:

  • Go to Apple Automator App
  • Click New Document
  • Choose Application
  • Run Shell Script
  • Enter /usr/bin/swift /path/to/your/swift/script.swift
  • Then Save and name application

Automating Data Collection:

  • Go To System Settings
  • Search for Login Items
  • Click + icon to add application on login

Now it should be running in the background and be displayed in the menu bar as a gear icon!


Transformer Model, Training, and Fine Tuning

Model will be published alongside research paper

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A work in progress

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