Upload liquid_flow/__init__.py

liquid_flow/__init__.py

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+"""
+LiquidFlow: A Lightweight Image Generator combining
+Liquid Neural Networks (CfC) + Mamba-2 SSD + Physics-Informed Regularization
+
+Based on:
+- CfC: "Closed-form Continuous-time Neural Networks" (Hasani et al., Nature MI 2022)
+- Mamba-2: "Transformers are SSMs" (Dao & Gu, 2024)
+- PINN Diffusion: "Physics-Informed Diffusion Models" (Bastek & Sun, ICLR 2025)
+- DiMSUM: "Diffusion Mamba" (NeurIPS 2024)
+"""
+
+from .cfc_cell import CfCCell, CfCBlock
+from .mamba2_ssd import Mamba2SSD, Mamba2Block
+from .liquid_flow_block import LiquidFlowBlock, LiquidFlowStage
+from .generator import LiquidFlowGenerator
+from .vae_wrapper import TAESDWrapper, SDVAEWrapper
+from .physics_loss import PhysicsRegularizer
+from .trainer import LiquidFlowTrainer