# cmunch1/nba-prediction

<https://repo.masters-masters.com/en/repos/cmunch1/nba-prediction>

[Home](https://repo.masters-masters.com/en) › [cmunch1](https://repo.masters-masters.com/en/owners/cmunch1) › [nba-prediction](https://repo.masters-masters.com/en/repos/cmunch1/nba-prediction)

cmunch1/nba-prediction has 313 stars on GitHub. Its RepoMasters card: Alpha tier. A project to deploy an online app that predicts the win probability for each…

| Field | Value |
| --- | --- |
| Owner | [cmunch1](https://repo.masters-masters.com/en/owners/cmunch1) |
| Stars | 313 |
| Forks | 52 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | None |
| Created | 2022 |
| Topics | machine-learning, python, pandas, optuna, scikit-learn, lgbm, xgboost, github-actions, streamlit-webapp, webscraping |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [cmunch1/nba-prediction](https://github.com/cmunch1/nba-prediction) |

## Repository

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

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

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.