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Project Presentation

A comprehensive walkthrough of AcePredict — from data pipeline and feature engineering to model architecture, training methodology, and real-world benchmark results.

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Data Pipeline
195K+ ATP matches from 1968-2024
⚙️
37 Features
Engineered from raw match data
🧠
Pure NumPy
No TensorFlow, no PyTorch
🏆
Beat IBM
+1.6% over SlamTracker