oxicuda-ssl

Pure-Rust self-supervised learning primitives for the OxiCUDA ecosystem.

Vol.26 of OxiCUDA. Provides the four canonical SSL families:

• Contrastive — SimCLR (NT-Xent), MoCo (memory-bank InfoNCE)
• Non-contrastive — BYOL (cosine target), Barlow Twins (cross-correlation), VICReg (variance + invariance + covariance)
• Masked — MAE (random patch dropping + reconstruction MSE)
• Clustering — SwAV (Sinkhorn-Knopp), DINO (centred + sharpened CE)

Plus shared infrastructure: EMA momentum encoder, MLP projection / predictor heads, SSL-style data augmentation (color jitter, multi-crop), and PTX kernel string generators for the per-batch numerics.

Zero C/CUDA toolchain required.