# contributing LightGBM has been developed and used by many active community members. Your help is very valuable to make it better for everyone. ## How to Contribute - Check the [Feature Requests Hub](https://github.com/microsoft/LightGBM/issues/2302), and submit pull requests to address chosen issue. If you need development guideline, you can check the [Development Guide](https://github.com/microsoft/LightGBM/blob/master/docs/Development-Guide.rst) or directly ask us in Issues/Pull Requests. - Contribute to the [tests](https://github.com/microsoft/LightGBM/tree/master/tests) to make it more reliable. - Contribute to the [documentation](https://github.com/microsoft/LightGBM/tree/master/docs) to make it clearer for everyone. - Contribute to the [examples](https://github.com/microsoft/LightGBM/tree/master/examples) to share your experience with other users. - Add your stories and experience to [Awesome LightGBM](https://github.com/microsoft/LightGBM/blob/master/examples/README.md). If LightGBM helped you in a machine learning competition or some research application, we want to hear about it! - [Open an issue](https://github.com/microsoft/LightGBM/issues) to report problems or recommend new features. ## Development Guide ### Linting Every commit in the repository is tested with multiple static analyzers. When developing locally, run some of them using `pre-commit` ([pre-commit docs](https://pre-commit.com/)). ```shell pre-commit run --all-files ``` That command will check for some issues and automatically reformat the code.