docs(KDP): removing whta we do not have

Author: piotrlaczkowski

docs/advanced/feature-moe.md

@@ -32,7 +32,6 @@ document.addEventListener('DOMContentLoaded', function() {
     'auto_configuration.md',
     'complex_examples.md',
     'integrations.md',
-    'feature_moe.md',
     'transformer_blocks.md',
     'contributing.md'
   ];
@@ -47,7 +46,6 @@ document.addEventListener('DOMContentLoaded', function() {
     'optimization/auto-configuration.html',
     'examples/complex-examples.html',
     'integrations/overview.html',
-    'advanced/feature-moe.html',
     'advanced/transformer-blocks.html',
     'contributing/overview.html'
   ];

docs/assets/js/fix-image-paths.js

@@ -35,7 +35,6 @@ KDP is a high-performance preprocessing library for tabular data built on Tensor
       <li><a href="advanced/distribution-aware-encoding.md">Distribution-Aware Encoding</a></li>
       <li><a href="advanced/tabular-attention.md">Tabular Attention</a></li>
       <li><a href="advanced/feature-selection.md">Feature Selection</a></li>
-      <li><a href="advanced/feature-moe.md">Feature-wise Mixture of Experts</a></li>
       <li><a href="advanced/numerical-embeddings.md">Advanced Numerical Embeddings</a></li>
       <li><a href="advanced/transformer-blocks.md">Transformer Blocks</a></li>
     </ul>

docs/index.md

@@ -57,7 +57,6 @@ nav:
       - 🔢 Advanced Numerical Embeddings: advanced/numerical-embeddings.md
       - 👁️ Tabular Attention: advanced/tabular-attention.md
       - 🤖 Transformer Blocks: advanced/transformer-blocks.md
-      - 🧩 Feature-wise Mixture of Experts: advanced/feature-moe.md
   - ⚡ Optimization:
       - 🎯 Feature Selection: optimization/feature-selection.md
       - 📈 Tabular Optimization: optimization/tabular-optimization.md
@@ -113,10 +112,10 @@ plugins:
         'advanced_numerical_embeddings.md': 'advanced/numerical-embeddings.md'
         'tabular_attention.md': 'advanced/tabular-attention.md'
         'feature_selection.md': 'optimization/feature-selection.md'
+        'advanced/feature-selection.md': 'optimization/feature-selection.md'
         'auto_configuration.md': 'optimization/auto-configuration.md'
         'complex_examples.md': 'examples/complex-examples.md'
         'integrations.md': 'integrations/overview.md'
-        'feature_moe.md': 'advanced/feature-moe.md'
         'transformer_blocks.md': 'advanced/transformer-blocks.md'
         'contributing.md': 'contributing/overview.md'
         # API reference redirects