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LICENSE

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+Creative Commons Attribution 4.0 International (CC BY 4.0)
+
+Copyright (c) 2026 Krish Singh
+
+You are free to:
+- Share — copy and redistribute the material in any medium or format
+- Adapt — remix, transform, and build upon the material for any purpose, even commercially
+
+Under the following terms:
+- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
+
+No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
+
+Full license text:
+https://creativecommons.org/licenses/by/4.0/

README.md

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----
-license: cc
----
+---
+license: cc-by-4.0
+task_categories:
+- regression
+- classification
+language:
+- en
+tags:
+- chembl
+- fibrosis
+- ask1
+- map3k5
+- drug-discovery
+- cheminformatics
+- qsar
+- machine-learning
+pretty_name: ChEMBL ASK1 Fibrosis Dataset
+---
+
+# 🧪 ChEMBL ASK1 Fibrosis Dataset
+
+This dataset contains curated **bioactivity data for ASK1 (MAP3K5)** compounds extracted from **ChEMBL**, focused on **fibrosis-related drug discovery** tasks.
+
+The dataset is designed to be **machine-learning ready** and can be directly used for QSAR modeling, regression, and classification experiments.
+
+---
+
+## 🔬 Target Information
+
+- **Target Name:** ASK1  
+- **Gene Symbol:** MAP3K5  
+- **Protein Type:** Kinase  
+- **Disease Context:** Liver, pulmonary, renal fibrosis  
+
+ASK1 plays a key role in stress-activated signaling pathways implicated in fibrotic disease progression.
+
+---
+
+## 📦 Dataset Description
+
+Each row corresponds to a compound–target bioactivity record with standardized measurements.
+
+Typical fields include:
+- Compound identifiers
+- SMILES strings
+- Bioactivity type (IC50, Ki, etc.)
+- Standardized activity values
+- Assay metadata
+
+---
+
+## 🤗 How to Load the Dataset
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("<your-username>/chembl-ask1-fibrosis")
+print(dataset)
+```
+
+---
+
+## 📊 Intended Uses
+
+- Bioactivity regression (IC50 / Ki prediction)
+- Active vs inactive classification
+- QSAR modeling
+- SMILES-based deep learning
+- Graph neural networks
+
+---
+
+## 🚫 Limitations
+
+- Data is derived from public ChEMBL assays and may contain experimental noise
+- Not suitable for clinical or medical decision-making
+- Dataset size is limited to available ASK1-related assays
+
+---
+
+## 📜 License
+
+This dataset is released under the **Creative Commons Attribution 4.0 (CC BY 4.0)** license, in accordance with ChEMBL data usage terms.
+
+---
+
+## 📚 Citation
+
+If you use this dataset, please cite:
+
+- ChEMBL database
+- This dataset repository on Hugging Face