Update README

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Dominik Moritz Roth 2024-12-21 18:53:44 +01:00
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@ -12,7 +12,7 @@ JAX bindings and native implementations of differentiable trust region projectio
- Multiple projection types: - Multiple projection types:
- KL (Kullback-Leibler divergence) - KL (Kullback-Leibler divergence)
- Wasserstein (only diagonal covariance) - Wasserstein (only diagonal covariance)
- Frobenius (wip, not tested) - Frobenius (wip, problem with cov projections)
- Identity (no projection) - Identity (no projection)
- Support for both diagonal and full covariance Gaussians (induced from cholesky decomposition) - Support for both diagonal and full covariance Gaussians (induced from cholesky decomposition)
- Contextual and non-contextual standard deviations (non-contextual means all standard deviations in batch are expected to be the same) - Contextual and non-contextual standard deviations (non-contextual means all standard deviations in batch are expected to be the same)