Jupyter Notebooks

Most of these notebooks contain derivations of math used in the PyTorch distributions library.

Name		Name	Last commit message	Last commit date
Latest commit History 141 Commits
.gitignore		.gitignore
README.md		README.md
asymmetric_laplace.ipynb		asymmetric_laplace.ipynb
beta-reparameterized.ipynb		beta-reparameterized.ipynb
beta_function.ipynb		beta_function.ipynb
binomial_likelihood.ipynb		binomial_likelihood.ipynb
closures.ipynb		closures.ipynb
coalescent.ipynb		coalescent.ipynb
conv_tests.py		conv_tests.py
cubic_spline_dist.ipynb		cubic_spline_dist.ipynb
debug-gamma-sampler.ipynb		debug-gamma-sampler.ipynb
debug-student-t.ipynb		debug-student-t.ipynb
dirichlet_test.py		dirichlet_test.py
epi-time-series.ipynb		epi-time-series.ipynb
extended_distributions.ipynb		extended_distributions.ipynb
fmod-versus-remainder.ipynb		fmod-versus-remainder.ipynb
font-test.ipynb		font-test.ipynb
free_vars.ipynb		free_vars.ipynb
gamma-reparameterized.ipynb		gamma-reparameterized.ipynb
gumbel-max.ipynb		gumbel-max.ipynb
hermite-maxima.ipynb		hermite-maxima.ipynb
infection_dist.ipynb		infection_dist.ipynb
loc_scale_reparam_soft_laplace.ipynb		loc_scale_reparam_soft_laplace.ipynb
log-gamma-distribution.ipynb		log-gamma-distribution.ipynb
logistic-distribution.ipynb		logistic-distribution.ipynb
logistic-growth.ipynb		logistic-growth.ipynb
logit-beta-distribution.ipynb		logit-beta-distribution.ipynb
mixing-evolution.ipynb		mixing-evolution.ipynb
moment_matched_poisson.ipynb		moment_matched_poisson.ipynb
mvn experiment.ipynb		mvn experiment.ipynb
openai-api.ipynb		openai-api.ipynb
overdispersed_binomial.ipynb		overdispersed_binomial.ipynb
phylo-agglomeration.ipynb		phylo-agglomeration.ipynb
polygamma.ipynb		polygamma.ipynb
potts-locally-informed-mh.ipynb		potts-locally-informed-mh.ipynb
projected-normal-numerical-stability.ipynb		projected-normal-numerical-stability.ipynb
projected_normal.ipynb		projected_normal.ipynb
qr_rank_deficient.ipynb		qr_rank_deficient.ipynb
rsample-properties.ipynb		rsample-properties.ipynb
screensaver.ipynb		screensaver.ipynb
sparse_gamma_def.py		sparse_gamma_def.py
sparse_matrix_inverse_cholesky.ipynb		sparse_matrix_inverse_cholesky.ipynb
spline_posterior_demo.ipynb		spline_posterior_demo.ipynb
stable-density.ipynb		stable-density.ipynb
stable-reparam-posterior.ipynb		stable-reparam-posterior.ipynb
stable_mle.ipynb		stable_mle.ipynb
studentt-reparam-posterior.ipynb		studentt-reparam-posterior.ipynb
test-rsample.ipynb		test-rsample.ipynb
test_rsample.py		test_rsample.py
thermodynamic-integration.ipynb		thermodynamic-integration.ipynb
thermodynamic-speed.ipynb		thermodynamic-speed.ipynb
torch-jit-trace.ipynb		torch-jit-trace.ipynb
torch-linalg-support.ipynb		torch-linalg-support.ipynb
tuning-adam-optimizer.ipynb		tuning-adam-optimizer.ipynb
type-hints.ipynb		type-hints.ipynb

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