sbi-dev/sbi

Issues

• MCMCPosterior not pickable after vectorized slice sampling

  #1278 opened a month ago by manuelgloeckler
  0

• Arbitrary convergence of posteriors for SNPE_C, SNLE and SNRE

  #1290 opened 2 months ago by paarth-dudani
  7

• SNPE_C won't draw samples from the posterior

  #1287 opened a month ago by paarth-dudani
  5

• Improper convergence for a multidimensional simulator for SNRE and SNLE

  #1293 opened a month ago by paarth-dudani
  0

• Add User Warning when `accept_reject` sampler gets stuck

  #1292 opened a month ago by manuelgloeckler
  0

• SNLE and SNRE fail with a 1D prior

  #1283 opened 2 months ago by paarth-dudani
  8

• Changing the density estimator for SNPE gives the same error but randomly

  #1285 opened 2 months ago by paarth-dudani
  2

• Expose more hyperparameters of FMPE / NPSE

  #1284 opened 2 months ago by michaeldeistler
  0

• Providing additional check for setting up CNN embedding layer.

  #1280 opened 2 months ago by Ankush7890
  0

• missing features and todos for score estimation

  #1226 opened 3 months ago by janfb
  3

• points are not included in limits in pairplot

  #1260 opened 2 months ago by janfb
  0

• Interchangeability of `Callable` and `BasePotential`

  #1223 opened 3 months ago by schroedk
  7

• NPE raises warning not error when conditioned on batched x without embedding net.

  #1261 opened 3 months ago by janfb
  0

• Saving the trained posterior.

  #1268 opened 3 months ago by Ankush7890
  1

• GitHub codespaces still runs with sbi 0.22.

  #1251 opened 3 months ago by janfb
  0

• `simulate_for_sbi` lives in `trainers`

  #1240 opened 3 months ago by michaeldeistler
  4

• Can't pickle.load() the posterior object

  #1254 opened 3 months ago by ningyuxin1999
  6

• Missing tests/ folder in contribution guide.

  #1250 opened 3 months ago by janfb
  0

• Circular import in `from sbi.neural_nets import posterior_nn`

  #1249 opened 3 months ago by jroulet
  1

• ModuleNotFoundError: No module named 'sbi.samplers.score'

  #1244 opened 3 months ago by austintdaigle
  3

• Link not avilable

  #1234 opened 3 months ago by Deepa-Tilwani
  2

• Refactor README

  #1214 opened 3 months ago by janfb
  0

• New organization of `SNPE` methods

  #1241 opened 3 months ago by michaeldeistler
  0

• `sbi.analysis` seems broken because `np.string_` was removed in the NumPy 2.0 release.

  #1189 opened 3 months ago by danielmk
  8

• Scipy version mismatch when installing with Python 3.9

  #1229 opened 3 months ago by Deepa-Tilwani
  5

• Drop support for python 3.8?

  #1150 opened 3 months ago by janfb
  1

• refactor neural_nets module

  #1190 opened 3 months ago by janfb
  1

• Add test to CI that executes all notebooks

  #1218 opened 3 months ago by janfb
  1

• Use conventional commits and commit linter?

  #1152 opened 3 months ago by janfb
  2

• batched sampling from MDNs not working correctly

  #1224 opened 3 months ago by janfb
  1

• getting started tutorial not found

  #1227 opened 3 months ago by mikeye66
  2

• Add early stopping option for MAP

  #1216 opened 3 months ago by janfb
  0

• Pairplot sets `num_bins` incorrectly

  #1219 opened 3 months ago by gmoss13
  4

• Improving the structure of the documentation and website

  #1166 opened 5 months ago by janfb
  1

• Slow L-C2ST test fails locally

  #1178 opened 4 months ago by manuelgloeckler
  2

• categorial mass estimator and mnle fails for 2D density estimator test

  #1172 opened 4 months ago by janfb
  2

• c2st fails when one feature is constant

  #1204 opened 4 months ago by Baschdl
  1

• How to set up custom embedding nets for CUDA training

  #1201 opened 4 months ago by janfb
  1

• `simulate_for_sbi` not saturating CPU

  #1175 opened 4 months ago by janko-petkovic
  11

• hyperparameter tuning for the models?

  #1191 opened 4 months ago by timktsang
  1

• hardcoded transfer of data and model to cpu triggers UserWarning

  #1161 opened 5 months ago by psteinb
  0

• `pairplot` with 1 dimensional tensor returns an error

  #1184 opened 5 months ago by gmoss13
  2

• unable to import `posterior_nn` from `sbi.neural_nets` in v0.22.0

  #1158 opened 5 months ago by psteinb
  8

• Using MCMCPosterior gives 'Sequential' object has no attribute 'log_prob'

  #1173 opened 5 months ago by almoyer
  3

• Analysis tests file on GPU

  #1167 opened 5 months ago by manuelgloeckler
  1

• Remove UserWarning about GPU speed up

  #1168 opened 5 months ago by janfb
  1

• Pyright failing on main in pyro flows

  #1162 opened 5 months ago by janfb
  2

• Create web hook for SBI discord server.

  #1163 opened 6 months ago by janfb
  1

• GPU compatible (L-)C2ST

  #1160 opened 6 months ago by JuliaLinhart
  0

• Density Estimator batched sample mixes up samples from different posteriors

  #1154 opened 6 months ago by manuelgloeckler
  0