Update types.ts

types.ts

@@ -68,6 +68,7 @@ export enum LayerType {
   RVC_ENCODER = 'HubertContentEncoder',
   VOCODER = 'Vocoder',
   AUDIO_EMBEDDING = 'AudioEmbedding',
+  SINC_CONV = 'SincConv',
 
   // 3D / NeRF / Point Cloud
   NERF_BLOCK = 'NeRFBlock',
@@ -75,6 +76,7 @@ export enum LayerType {
   POINT_TRANSFORMER = 'PointTransformer',
   TRIPLANE_ENC = 'TriplaneEncoder',
   GAUSSIAN_SPLAT = 'GaussianSplatDecoder',
+  MESH_CONV = 'MeshConv',
 
   // OCR (Text Recognition)
   TPS_TRANSFORM = 'TPSTransform',
@@ -99,6 +101,38 @@ export enum LayerType {
   NON_LOCAL_BLOCK = 'NonLocalBlock',
   MULTIMODAL_FUSION = 'MultimodalFusion',
 
+  // Graph Neural Networks (GNN)
+  GCN_CONV = 'GCNConv',
+  GRAPH_SAGE = 'GraphSAGE',
+  GAT_CONV = 'GATConv',
+  GIN_CONV = 'GINConv',
+
+  // Physics & SciML
+  NEURAL_ODE = 'NeuralODE',
+  PINN_LINEAR = 'PINNLinear',
+  HAMILTONIAN_NN = 'HamiltonianNN',
+  PROTEIN_FOLDING = 'ProteinFoldingBlock',
+
+  // Spiking & Neuromorphic
+  LIF_NEURON = 'LIFNeuron',
+  SPIKING_LAYER = 'SpikingLayer',
+
+  // Reinforcement Learning (RL)
+  DUELING_HEAD = 'DuelingHead',
+  PPO_HEAD = 'PPOHead',
+  SAC_HEAD = 'SACHead',
+
+  // Advanced / Niche / Future
+  CAPSULE = 'CapsuleLayer',
+  HYPER_NET = 'HyperNetwork',
+  MAMBA_BLOCK = 'MambaBlock', // SSM
+  RWKV_BLOCK = 'RWKVBlock', // RNN-Transformer Hybrid
+  HOPFIELD = 'HopfieldLayer', // Energy Based
+  NORMALIZING_FLOW = 'NormalizingFlow', // Probabilistic
+  DNC_MEMORY = 'DNCMemory', // Memory Augmented
+  ARCFACE = 'ArcFace', // Metric Learning
+  ECHO_STATE = 'EchoStateNetwork', // Reservoir
+
   CONCAT = 'Concat',
   ADD = 'Add',
   OUTPUT = 'Output',
@@ -119,7 +153,7 @@ export interface LayerDefinition {
   type: LayerType;
   label: string;
   description: string;
-  category: 'Core' | 'Convolution' | 'Recurrent' | 'Normalization' | 'Transformer' | 'GenAI' | 'Utility' | 'Merge' | 'Detection' | 'Audio' | '3D' | 'OCR' | 'Robotics' | 'Video';
+  category: 'Core' | 'Convolution' | 'Recurrent' | 'Normalization' | 'Transformer' | 'GenAI' | 'Utility' | 'Merge' | 'Detection' | 'Audio' | '3D' | 'OCR' | 'Robotics' | 'Video' | 'Graph' | 'Physics' | 'Spiking' | 'RL' | 'Advanced';
   parameters: LayerParameter[];
 }
 
@@ -150,4 +184,4 @@ export interface LogEntry {
   timestamp: Date;
   message: string;
   type: 'info' | 'success' | 'warning' | 'error';
-}
+}