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Score-based density estimators for SBI #1015

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merged 26 commits into from
Aug 27, 2024

docs: add fmpe to tutorials, fix docstrings

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Merged

Score-based density estimators for SBI #1015

docs: add fmpe to tutorials, fix docstrings
bc00bd5
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Codecov / codecov/project succeeded Aug 27, 2024 in 0s

78.20% (target 70.00%)

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78.20% (target 70.00%)

Details

Codecov Report

Attention: Patch coverage is 93.56110% with 49 lines in your changes missing coverage. Please review.

Project coverage is 78.20%. Comparing base (b3254ed) to head (bc00bd5).
Report is 12 commits behind head on main.

Files Patch % Lines
sbi/neural_nets/estimators/score_estimator.py 92.50% 12 Missing ⚠️
sbi/samplers/score/correctors.py 52.17% 11 Missing ⚠️
sbi/samplers/score/score.py 85.18% 8 Missing ⚠️
sbi/inference/npse/npse.py 96.47% 5 Missing ⚠️
sbi/neural_nets/score_nets.py 95.23% 5 Missing ⚠️
sbi/inference/posteriors/score_posterior.py 95.52% 3 Missing ⚠️
sbi/inference/potentials/score_based_potential.py 97.01% 2 Missing ⚠️
sbi/inference/base.py 83.33% 1 Missing ⚠️
sbi/inference/potentials/base_potential.py 50.00% 1 Missing ⚠️
sbi/samplers/score/predictors.py 97.50% 1 Missing ⚠️
Additional details and impacted files 
@@            Coverage Diff             @@
##             main    #1015      +/-   ##
==========================================
- Coverage   85.44%   78.20%   -7.24%     
==========================================
  Files         101      110       +9     
  Lines        7941     8632     +691     
==========================================
- Hits         6785     6751      -34     
- Misses       1156     1881     +725
Files Coverage Δ
sbi/analysis/tensorboard_output.py 86.41% <100.00%> (ø)
sbi/inference/__init__.py 100.00% <100.00%> (ø)
sbi/inference/fmpe/fmpe_base.py 94.28% <100.00%> (-0.06%) ⬇️
sbi/inference/npse/__init__.py 100.00% <100.00%> (ø)
sbi/inference/posteriors/base_posterior.py 85.88% <100.00%> (-0.17%) ⬇️
sbi/inference/posteriors/direct_posterior.py 98.79% <100.00%> (ø)
sbi/inference/posteriors/mcmc_posterior.py 85.93% <100.00%> (-0.77%) ⬇️
...inference/potentials/likelihood_based_potential.py 100.00% <100.00%> (ø)
.../inference/potentials/posterior_based_potential.py 95.34% <100.00%> (ø)
sbi/inference/snle/snle_base.py 93.87% <100.00%> (ø)
... and 34 more

... and 22 files with indirect coverage changes

View more details on Codecov