selective-state-space

End-to-end crypto price direction prediction framework built on the Mamba Selective State Space architecture (Python/PyTorch). Covers the full lifecycle: data preparation, Triple Barrier labeling, training, evaluation & live inference — all from a single config. Linear-time sequence processing as a Transformer alternative.

Faithful from-scratch PyTorch reproduction of Mamba-3 (complex64 SSD, MIMO inter-head mixing, zero causal convolution) — ~434M params, Chinchilla-optimal 8B-token training on a single A100 80GB, no custom CUDA.