pypi.org "simulation-based-inference" keyword
View the packages on the pypi.org package registry that are tagged with the "simulation-based-inference" keyword.
seqinf 0.2.1
Sequential inference abstractions2 versions - Latest release: 4 months ago - 95 downloads last month - 680 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
35 versions - Latest release: about 1 month ago - 4 dependent packages - 14 dependent repositories - 4.93 thousand downloads last month - 568 stars on GitHub - 4 maintainers
sbi 0.24.0
Simulation-based inference.35 versions - Latest release: about 1 month ago - 4 dependent packages - 14 dependent repositories - 4.93 thousand downloads last month - 568 stars on GitHub - 4 maintainers
calisim 0.4.0
A toolbox for the calibration and evaluation of simulation models.8 versions - Latest release: 14 days ago - 1.07 thousand downloads last month - 13 stars on GitHub - 1 maintainer
swyft 0.4.5
Universal scalable simulation-based inference with TMNRE (Truncated Marginal Neural Ratio Estimat...21 versions - Latest release: over 1 year ago - 1 dependent repositories - 489 downloads last month - 152 stars on GitHub - 2 maintainers
sbiax 0.0.55
Fast, parallel and lightweight simulation-based inference in JAX.22 versions - Latest release: 3 months ago - 624 downloads last month - 0 stars on GitHub - 1 maintainer
lampe 0.9.0
Likelihood-free AMortized Posterior Estimation with PyTorch23 versions - Latest release: 9 months ago - 1 dependent repositories - 672 downloads last month - 115 stars on GitHub - 1 maintainer
askcarl 0.2.1
Gaussian mixture models with support for missing values and upper limits in some features.3 versions - Latest release: 6 months ago - 93 downloads last month - 1 stars on GitHub - 1 maintainer
sbijax 0.3.4
Simulation-based inference in JAX8 versions - Latest release: 3 months ago - 291 downloads last month - 12 stars on GitHub - 1 maintainer
paltas 0.2.0
Strong lens substructure package.7 versions - Latest release: 12 months ago - 1 dependent repositories - 196 downloads last month - 12 stars on GitHub - 1 maintainer
Related Keywords
likelihood-free-inference
5
machine-learning
4
pytorch
4
python
3
bayesian-inference
3
parameter-estimation
3
normalizing-flows
3
sbi
2
astrophysics
2
approximate-bayesian-computation
2
abc
2
simulation-based inference
2
simulation
2
likelihood
1
posterior
1
mcmc
1
density-estimation
1
density-ratio-estimation
1
bayesian
1
probability
1
machine learning
1
Multivariate
1
Gaussians
1
with
1
support
1
for
1
upper
1
limits
1
and
1
missing
1
data
1
gaussian-mixture-models
1
missing-data
1
multivariate-distributions
1
scientific-computing
1
upper-limits
1
approximate Bayesian computation
1
smc-abc
1
cosmology
1
hierarchical-model
1
neural-network
1
statistics
1
Bayesian inference
1
PyTorch
1
active-learning
1
bayesian-calibration
1
bayesian-optimization
1
bayesian-quadrature
1
evolutionary-algorithms
1
experimental-design
1
history-matching
1
model-calibration
1
optimal-experimental-design
1
optimisation
1
reliability-analysis
1
sensitivity-analysis
1
surrogate-based-optimization
1
surrogate-models
1
uncertainty-analysis
1
uncertainty-quantification
1
marginal-neural-ratio-estimation
1
neural-ratio-estimation
1
truncated-neural-ratio-estimation
1
deep-learning
1
generative-models
1
jax
1
torch
1
inference
1
amortized
1