# whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview

<https://repo.masters-masters.com/en/repos/whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview>

[Home](https://repo.masters-masters.com/en) › [whyzhow](https://repo.masters-masters.com/en/owners/whyzhow) › [Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview](https://repo.masters-masters.com/en/repos/whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview)

whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview has 289 stars on GitHub. Its RepoMasters card: Alpha tier. Language: Python.

| Field | Value |
| --- | --- |
| Owner | [whyzhow](https://repo.masters-masters.com/en/owners/whyzhow) |
| Stars | 289 |
| Forks | 2 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2026 |
| Topics | ffv, gnn, kaggle, python, xgboost |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview](https://github.com/whyzhow/Kaggle-NeurIPS---Open-Polymer-Prediction-2025-Silver-Algorithm-Overview) |

## Repository

An improved and reproducible implementation of a Silver Medal Kaggle NeurIPS Open Polymer Prediction solution, featuring SMILES canonicalization, molecular descriptors, CatBoost/XGBoost models, OOF stacking, and optional PyTorch Geometric GNNs.

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

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