Xatu AI is a project focused on developing a machine learning model to predict the first Pokémon a player is likely to send out in Pokémon Showdown. This gives users a signifcant edge by allowing them to instantly counter their opponent's first move. The name draws inspiration from the Pokémon Xatu, a psychic bird known for its ability to see into the future with its right eye.
Source: Pokémon.com
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Fetch Data 🌐
Retrieve game replays from the Pokémon Showdown server to use for training -
Prepare Dataset 🗂️
Process the raw data into a workable dataset suitable for model training -
Create/Train Model 🔧
Find the best ML algorithm, hyperparameters, and feature transformations to create/train the model.- Current best-performing model: CatBoost with 46.7% accuracy.
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HuggingFace Deployment 🤗
Deploy the model to HuggingFace -
HuggingFace Deployment 🤗
Deploy my model to HuggingFace -
Website Deployment 🌐
Use Streamlit to create a UI to make it easy for anyone to use
- Chrome Extension Integration 🚀