Updated README

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Dominik Moritz Roth 2024-12-21 18:31:26 +01:00
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@ -65,9 +65,7 @@ pytest tests/test_projections.py
*Note*: The test suite verifies: *Note*: The test suite verifies:
1. All projections run without errors and maintain basic properties (shapes, positive definiteness) 1. All projections run without errors and maintain basic properties (shapes, positive definiteness)
2. KL bounds are actually (approximately) met for: 2. KL bounds are actually (approximately) met for true KL projection (both diagonal and full covariance)
- KL projection (both diagonal and full covariance)
- Wasserstein projection (diagonal covariance only)
3. Gradients can be computed through all projections: 3. Gradients can be computed through all projections:
- Both through projection operation and trust region loss - Both through projection operation and trust region loss
- Gradients have correct shapes and are finite - Gradients have correct shapes and are finite