# dl4hep

**Repository Path**: h-qu/dl4hep

## Basic Information

- **Project Name**: dl4hep
- **Description**: Tutorials on Machine Learning for High Energy Physics
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: TDLI2025
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-10-15
- **Last Updated**: 2025-10-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# dl4hep

| Notebooks                | Colab                                                                                                                                                                    | Kaggle                                                                                                                                                                        | Gradient                                                                                                                                                    | Studio Lab                                                                                                                                                                        |
| :----------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| 1. Explore data          | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/1_explore_data.ipynb)  | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/1_explore_data.ipynb)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/1_explore_data.ipynb)  | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/1_explore_data.ipynb)  |
| 2. Tree-based models     | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/2_tree_model.ipynb)    | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/2_tree_model.ipynb)    | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/2_tree_model.ipynb)    | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/2_tree_model.ipynb)    |
| 3. Dense neural networks | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/3_dense_network.ipynb) | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/3_dense_network.ipynb) | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/3_dense_network.ipynb) | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/3_dense_network.ipynb) |
| 4. ParticleNet           | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/4_particle_net.ipynb)  | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/4_particle_net.ipynb)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/4_particle_net.ipynb)  | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/4_particle_net.ipynb)  |
| 5. Diffusion             | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/5_simple_diffusion.ipynb)  | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/5_simple_diffusion.ipynb)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/5_simple_diffusion.ipynb)  | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/5_simple_diffusion.ipynb)  |
| 6. Flow Matching         | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/hqucms/dl4hep/blob/TDLI2025/6_simple_flow_matching.ipynb)  | [![Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/hqucms/dl4hep/blob/TDLI2025/6_simple_flow_matching.ipynb)  | [![Gradient](https://assets.paperspace.io/img/gradient-badge.svg)](https://console.paperspace.com/github/hqucms/dl4hep/blob/TDLI2025/6_simple_flow_matching.ipynb)  | [![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/hqucms/dl4hep/blob/TDLI2025/6_simple_flow_matching.ipynb)  |