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RmlxStats (development version)
- Reworked
mlxs_glmnet() to use dense on-device MLX updates, removing the active-set slicing/scatter hotspot from the Gaussian and binomial paths.
- Added a Gaussian covariance-space path for very tall problems, so
mlxs_glmnet() can reuse X'X / n when n is much larger than p.
- Cache
mlx_compile()’d chunk updates inside mlxs_glmnet(), cutting the host overhead for Gaussian and binomial path iterations.
- Export
mlxs_lm_fit() so advanced users can call the MLX-backed QR solver directly.