Code for Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference; Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, François-Xavier Briol
See the paper on arXiv: https://arxiv.org/abs/2301.11674
The experiments from the paper can be found as follows:
- Section 5.1, Table 1:
benchmarking_simulators.ipynb - Section 5.2, Figure 2:
multivariate_g_and_k.ipynb - Section 5.2, composite test:
composite-test-experiments - Section 5.3, Figure 3:
wind_farm_model.ipynb
We release this code under the MIT license, see LICENSE.txt.