/generative_music_art_poetry_models

A MonoRepo for Generative Machine Learning Models for Music, Art and Poetry

Primary LanguageJupyter Notebook

GenerativeAI Models for Music, Art and Poetry

This is a MonoRepo for GenerativeAI and other Machine Learning models for Music, Art & Poetry. This is a Multi Modular MonoRepo configured to use Python3 and TypeScript and multiple programming languages to

  1. Interactively build models with REPL Notebook
  2. Quickly Build & Ship APIs to Cloud, expose for frontend use using Serverless technologies.
  3. Leverage Asynchronous & Parallel Processing Hardwares

Guide to get started

Clone the Repository locally

# Run this to clone the MonoRepo
git clone https://github.com/arpanpathak/generative_music_art_poetry_models.git

Install Dependencies

If you're using this package for first time after cloning the monorepo then install all dependencies by executing the following in a terminal :-

npm install

If you want to run the API Server for Machine Learning APIS then execute

npm run build && npm start

npm run build generates transpiled down JS files in build directory. index.js is the entry point for Node.JS engine

Install Interactive Kernels

If you want to build ML Models Interactively in Jupuyter Notebook with TypeScript or Python then execute the following commands :-

# This installs TypeScript Kernel for 
npm install -g tslab

# To check installed version of TypeScript kernel
tslab install --version

# Register the tslab kernal into Juputer Notebook available kernels
tslab install --python=python3

# Check available/installed Kernels
jupyter kernelspec list

# To Start the JupyterNotebook server 
jupyter notebook

Available Models/APIs

TBD

Shipping to Cloud

TBD