Idea

Create a horoscope generator AI by collecting data from horoscope.com and training a tensorflow model to learn the features of the language.

Generate different horoscopes based on star sign.

Turn into mobile/web app with flask with fully customized UI

Plan

• [x] build a web scraper and compile a dataset for each daily horoscope
• [x] analyze and generate text with machine learning tools
• [x] package into an interactive application with a GUI

Resources

How to Build a Text Generator using TensorFlow 2 and Keras in Python - Python Code

Beginners Guide to Text Generation using LSTMs

How to Build Web scraping bot in Python - GeeksforGeeks

Deploy ML tensorflow model using Flask(backend+frontend)

Release Mac-optimized TensorFlow and TensorFlow Addons · apple/tensorflow_macos

Modules

• beautiful soup (bs4)
• tensorflow
• keras
• pandas