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Changes to avoid numerical issues and improve the performance:
- Keep value of the EP parameters between calls
- Enforce positivity of tau_tilde
- Stable computation of the EP moments for the Bernoulli likelihood
- Compute marginal in the GP model without directly inverting tau_tilde
Changes to improve the flexibility:
- Add parameter for maximum number of iterations
- Distinguish between alternated/nested mode
- Distinguish between sequential/parallel updates in EP
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| .. | ||
| core | ||
| examples | ||
| inference | ||
| kern | ||
| likelihoods | ||
| mappings | ||
| models | ||
| old_tests | ||
| plotting | ||
| testing | ||
| util | ||
| __init__.py | ||
| __version__.py | ||
| defaults.cfg | ||
| installation.cfg | ||