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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ tags:
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+ - chemistry
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+ - biology
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+ pretty_name: PeptideMTR Pretraining Data
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+ size_categories:
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+ - 100M<n<1B
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+ ---
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+
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+ # PeptideMTR Training Data
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+ This repository contains the dataset for the **PeptideMTR** paper. It is designed for SMILES encoder models trained by masked-language modeling (MLM) and/or multi-target regression (MTR) tasks, focusing on mapping peptide sequences to biochemical properties.
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+
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+ Link to the manuscript will be added here when available.
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+
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+ ## Dataset Summary
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+ The dataset includes peptide sequences paired with **99 RDKit-derived descriptors** representing various physicochemical properties (e.g., molecular weight, LogP, surface area, and charge descriptors).
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+
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+ ## Data Structure
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+ * `SMILES`: The SMILES representation of the molecule.
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+ * `descriptors`: 99 continuous numerical features generated via RDKit.
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+
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+ ## Usage
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+ To use this dataset with the Hugging Face `datasets` library:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("your-username/PeptideMTR_training_data")
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+ ```