Masters degree project.
Useful papers for implementing the generative models used in this project:
- arXiv:1604.06737 - "Entity Embeddings of Categorical Variables", April 25, 2016, Cheng Guo, Felix Berkhahn
- arXiv:1806.03384 - "Data Synthesis based on Generative Adversarial Networks", July 2, 2018, Noseong Park, Sushil Jajodia, Mahmoud Mohammadi, Hongkyu Park, Kshitij Gorde, Youngmin Kim
- arXiv:1807.01202 - "Generating Multi-Categorical Samples with Generative Adversarial Networks", July 4 2018, Ramiro D., Camino Christian A., Hammerschmidt Radu State
- arXiv:1811.11264 - "Synthesizing Tabular Data using Generative Adversarial Networks", November 27 2018, Lei Xu, Kalyan Veeramachaneni
Data generated using pythia 8.244
Might be a good idea to clean up the code one day and write a proper REAME.md
See: single_particle_generator.ipynb