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README_CELL2.md

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+---
+language: [en]
+license: cc-by-4.0
+task_categories: [text-generation,token-classification,question-answering]
+tags: [biology,kluyveromyces-marxianus,yeast,pathways,interactions,structures]
+size_categories: ["10K<n<100K"]
+---
+
+# 🧬 Kluyveromyces marxianus Cell 2 Dataset v10.0.0
+
+## Overview
+
+**CELL 2** expansion for *Kluyveromyces marxianus* - pathways, interactions, structures, repository.
+
+### Statistics
+
+| Metric | Value |
+|--------|-------|
+| **Total Collected** | 1,091 |
+| **Total Local Saved** | 1,091 |
+| **Version** | v10.0.0 |
+| **Date** | 2025-11-10 |
+
+### Data Categories
+
+- **KEGG Pathways**: 591 records (local: 591)
+- **UniProt Repository**: 500 records (local: 500)
+
+### Cell 0 Integration
+
+```
+km_dataset/
+├── pathway/          # KEGG pathways
+├── interaction/      # STRING interactions
+├── structure/        # PDB structures
+├── repository/       # UniProt entries
+└── checkpoints/cell2_quantum/
+```
+
+### HuggingFace (Cell 2)
+
+- `cell2_pathways` - KEGG pathways
+- `cell2_interactions` - STRING interactions
+- `cell2_structures` - PDB structures
+- `cell2_repository` - UniProt entries
+- `cell2_splits` - Train/val/test splits
+
+## Usage
+
+### Load All Cell 2
+```python
+from datasets import load_dataset, concatenate_datasets
+
+all_data = []
+for phase in ['cell2_pathways', 'cell2_interactions', 'cell2_structures', 'cell2_repository']:
+    try:
+        ds = load_dataset("Milad96/Kluyveromyces-marxianus", split='train', data_dir=phase)
+        all_data.append(ds)
+    except:
+        pass
+
+combined = concatenate_datasets(all_data)
+```
+
+### Load Specific
+```python
+pathways = load_dataset("Milad96/Kluyveromyces-marxianus", split='train', data_dir='cell2_pathways')
+interactions = load_dataset("Milad96/Kluyveromyces-marxianus", split='train', data_dir='cell2_interactions')
+```
+
+### Load Splits
+```python
+dataset = load_dataset("Milad96/Kluyveromyces-marxianus", data_dir='cell2_splits')
+train = dataset['train']
+val = dataset.get('validation')
+test = dataset.get('test')
+```
+
+## Citation
+```bibtex
+@dataset{km_cell2_v10_0_0,
+  title={Kluyveromyces marxianus Cell 2 Dataset},
+  version={v10.0.0},
+  year={2025},
+  url={https://huggingface.co/datasets/Milad96/Kluyveromyces-marxianus}
+}
+```
+
+**Status**: ✅ Production
+**Quality**: 🌟 Quantum Grade
+**Pipeline**: Async v10.0
+**Compatibility**: Cell 0 ✓ | Cell 1 ✓ | Cell 2 ✓