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GitHub / rafaol / active-learning-conditional-mean-embeddings
Code repository for the UAI 2020 paper "Active learning of conditional mean embeddings via Bayesian optimisation" by S. R. Chowdhury, R. Oliveira and F. Ramos.
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 142 KB
Dependencies:
5
Created: almost 4 years ago
Updated: 8 months ago
Last pushed: almost 2 years ago
Last synced: about 1 month ago
Topics: active-learning, approximate-inference, bayesian-optimization, conditional-mean-embeddings, gaussian-processes, kernel-embeddings, kernel-mean-embeddings, kernel-methods, rkhs
Files
Dependencies
- gpytorch >=1.0.1
- matplotlib >=3.1
- pyDOE >=0.3.8
- torch >=1.2
- tqdm >=4.42