A library to experiment with new optimization algorithms in MLX.

• Diverse Exploration: includes proven and experimental optimizers like DiffGrad, QHAdam, and others.
• Easy Integration: compatible with MLX for straightforward experimentation and downstream adoption.
• Benchmark Examples: enables quick testing on classic optimization and machine learning task