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1. tensorgi/TPA tensorgi/TPA Public

   [NeurIPS 2025 Spotlight] TPA: Tensor ProducT ATTenTion Transformer (https://arxiv.org/abs/2501.06425)

   Python 460 40

2. complex-reasoning/RPG complex-reasoning/RPG Public

   [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)

   Python 76 3

3. model-architectures/GRAPE model-architectures/GRAPE Public

   [ICLR 2026] GRAPE: Group Representational Position Encoding (https://arxiv.org/abs/2512.07805)

   Python 120 7

4. iiis-ai/cumulative-reasoning iiis-ai/cumulative-reasoning Public

   [TMLR] Cumulative Reasoning With Large Language Models (https://arxiv.org/abs/2308.04371)

   Python 308 35

5. deep-delta-learning deep-delta-learning Public

   Official Project Page for Deep Delta Learning (https://arxiv.org/abs/2601.00417)

   Python 357 25

6. fast-weight-attention fast-weight-attention Public

   Official Project Page for Falcon: Fast Weight Attention for Continual Learning

   HTML 35 2