GradienParallelized Machine Learning for Roblox

A strictly-typed, high-performance ML & DL library powered by Parallel Luau.

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Parallel-first Compute

Heavy numeric operations (matrix multiplication, element-wise math) are dispatched to parallel threads, unlocking performance impossible in serial Luau.

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Strictly Typed

Built with robust Luau type checking. Tensors, Modules, and Optimizers have strict shapes and definitions for excellent autocomplete and safety.

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Deep Reinforcement Learning

Production-ready implementations of PPO, A2C, DoubleDQN, and DQL with a unified Agent API.

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Real-Time Visualization

Debug your networks visually in 3D world-space or 2D UI with live weight and activation heatmaps.