pmai-vi-gpmpp

Git repo for our project in the machine learning and artificial intelligence course at TU Berlin.

This project aims to reproduce parts of the results found in the paper:

Lloyd, Chris, et al. "Variational inference for Gaussian process modulated Poisson processes." International Conference on Machine Learning. 2015.

Name		Name	Last commit message	Last commit date
Latest commit History 103 Commits
.gitignore		.gitignore
1D Example.ipynb		1D Example.ipynb
2D Example.ipynb		2D Example.ipynb
GP prior and posterior.ipynb		GP prior and posterior.ipynb
README.md		README.md
ard_kernel_exploration.ipynb		ard_kernel_exploration.ipynb
coal_mining_dataset.ipynb		coal_mining_dataset.ipynb
lookup_table_numpy.ipynb		lookup_table_numpy.ipynb
main.ipynb		main.ipynb
presentation_overview.txt		presentation_overview.txt
sigmoidal_cox_process_sampling.ipynb		sigmoidal_cox_process_sampling.ipynb
utils.py		utils.py
utils.py~		utils.py~

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