2 Commits

Include renames

Author	SHA1	Message	Date
osobhandClaude Sonnet 5	4aaa36a57a	style: cargo fmt --workspace (whitespace/wrapping only, no semantic change) ... Whole-workspace rustfmt pass picked up while iterating on Mamba GPU backward work. Verified formatting-only via diff sampling; no logic changed. Co-Authored-By: Claude Sonnet 5 <[email protected]>	2026-08-10 07:09:36 -07:00
Omar SobhandClaude Sonnet 4.6	25322b019d	feat(batch20-23): I-JEPA + V-JEPA + Neuro-JEPA self-supervised learning ... Implements JEPA (Joint Embedding Predictive Architecture) across 4 batches: Batch 20 — I-JEPA core architecture (ssl/jepa.rs): - BlockMaskStrategy: multi-block random masking (4 blocks, scale 0.15-0.20, aspect ratio 0.75-1.5), Fisher-Yates context subsampling; 12 tests - JepaPredictor: narrow 6-block transformer (encoder_dim/4 predictor_dim); mask tokens + learned position embeddings; cross-context attention; in-proj/out-proj between encoder and predictor dims; 6 tests Batch 21 — Training loop + EMA (ssl/jepa.rs): - jepa_loss: L2 in representation space with per-block granularity; 3 tests - EmaTargetEncoder: tau annealing tau_start→tau_end (0.996→1.0); shadow weight update; τ=1.0 frozen / τ=0.0 copy edge cases; 5 tests - JepaTrainer: full I-JEPA step: mask→encode→predict→target→L2→EMA; 4 tests Batch 22 — Evaluation protocol (ssl/jepa.rs): - FeatureBank: L2-normalized cosine k-NN with majority vote; 3 tests - LinearProbe: SGD-trained linear head on frozen features; CE loss; gradient update; 4 tests - JepaEvaluator: linear_probe() + knn_eval() unified interface; 4 tests - End-to-end I-JEPA training + k-NN evaluation integration test Batch 23 — V-JEPA + Neuro-JEPA (ssl/vjepa.rs): - PatchEmbed3D: 3D patch embeddings [T, H, W, C] → [total_patches, d]; 2 tests - TubeMaskStrategy: space-time tube masking; spatial block selection extended across all temporal frames; 90% mask ratio; 7 tests - VJepaTrainer: video analog of JepaTrainer with EMA and tube masking; 5 tests - NeuroJepaConfig: EEG/MEG signal JEPA (64 channels × 16 time segments); channel-tube masking (mask entire time axis for selected channels); tube structure validation; 7 tests Total: 62 tests, 0 failures Co-Authored-By: Claude Sonnet 4.6 <[email protected]>	2026-06-27 14:15:11 +00:00