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f3fea40 3275441 f3fea40 3275441 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | """Modelos do BiGRU_T_version (V6.5 — reestruturado).
V6.5 cleanup: pre-V6.4 modules (bigru4, gru_hierarchy, orq_cell, train_t,
transformer_unit, u8cell_t, unified_model, module_selector) foram REMOVIDOS.
Apenas kohonen_learning_system.py (V6.4, movido de kohonen_refactored/) e
hyp_t.py (V6.4) permanecem como módulos centrais do path V6.5.
Módulos auxiliares mantidos:
- vqvae2_hierarchical.py / vqvae2_hierarchical_flexnet.py (VQ-VAE-2)
- token_compress.py (compressão de tokens)
- embedding_reconfig.py (reconfiguração de embedding)
- attention_multimodal.py (atenção multimodal)
"""
from .kohonen_learning_system import (
SimpleBBPETokenizer,
positional_encoding,
text_to_4d_vector,
KohonenSOM4D,
HypothesisClassifier,
KohonenLearningSystem,
)
from .hyp_t import HypT
__all__ = [
"SimpleBBPETokenizer",
"positional_encoding",
"text_to_4d_vector",
"KohonenSOM4D",
"HypothesisClassifier",
"KohonenLearningSystem",
"HypT",
]
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