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commit 3a80b29 Author: eb8680 <[email protected]> Date: Thu Jun 27 14:17:26 2019 -0700 Make substitution an interpretation (#155) * make substitute into an interpretation * simplify interpretation and add numpy+tco test to Makefile * tweak Independent * remove substitute_funsor * uncomment long examples * conditionally xfail some numpy tests * update semantics of Independent to be compatible with substitution changes * add Module to ground types commit ce5cdeb Author: eb8680 <[email protected]> Date: Wed Jun 26 10:18:32 2019 -0700 Remove eager_subs method from Joint (#154) commit ba0dfcb Author: eb8680 <[email protected]> Date: Tue Jun 25 15:04:38 2019 -0700 Separate generic and fresh variables in substitute (#153) commit 14766ef Author: eb8680 <[email protected]> Date: Tue Jun 25 14:52:19 2019 -0700 Remove most eager_subs methods from terms with no fresh variables (#152) commit 7e456e6 Author: eb8680 <[email protected]> Date: Tue Jun 25 13:34:58 2019 -0700 Alpha renaming of bound variables (#148) commit 3edfb0f Author: Fritz Obermeyer <[email protected]> Date: Wed Jun 5 09:58:30 2019 -0700 Use classifiers to specify the license (#150) commit d1cd1d2 Author: eb8680 <[email protected]> Date: Fri May 24 11:10:14 2019 -0700 Add an explicit stack-based interpreter (#147) commit ac02dcc Author: Fritz Obermeyer <[email protected]> Date: Mon May 6 11:02:20 2019 -0700 Update badge to point to travis-ci.com (#143) commit 416cff6 Author: Fritz Obermeyer <[email protected]> Date: Thu May 2 14:45:10 2019 -0700 Promote Einsum to a funsor for pattern matching (#142) commit 30e4255 Author: Fritz Obermeyer <[email protected]> Date: Thu May 2 10:46:24 2019 -0700 Update CI to use PyTorch 1.1.0 (#141) * Update CI to use PyTorch 1.1.0 * Fix travis version * Accommodate change to torch.max return type commit 00c467d Author: eb8680 <[email protected]> Date: Wed May 1 22:57:54 2019 -0700 Add model and guide auxiliary variable elimination to minipyro.elbo (#126) * add auxiliary variable elimination to minipyro.elbo to mimic TraceEnum_ELBO * optional partial_sum_product * Common subexpression elimination * add a test for traceenum_elbo * add two more tests, one of which is xfailing... * Simplify test and minipyro (#140) * Add smoke test for gaussian-probit model * Remove bogus assertion * Fix TraceEnum_ELBO to use EnumerateMessenger * remove EnumerateMessenger * add optional optimization to traceenum_elbo and mark monte carlo test xfail commit c77dc99 Author: JP <[email protected]> Date: Wed May 1 21:26:07 2019 -0700 rtd fix to not install torch 1.0 (#139) commit 2e5fd40 Author: JP <[email protected]> Date: Wed May 1 14:10:27 2019 -0700 deploy documentation (#138) commit cb09325 Author: Fritz Obermeyer <[email protected]> Date: Wed May 1 12:19:14 2019 -0700 Add generic Bernoulli wrapper around probs,logits version (#137) commit 45e0434 Author: Fritz Obermeyer <[email protected]> Date: Wed May 1 12:11:03 2019 -0700 Refactor elbos (#136) * Refactor elbos * Fix jit classes commit 1f5f602 Author: Fritz Obermeyer <[email protected]> Date: Tue Apr 30 23:57:13 2019 -0700 Add BernoulliLogits distribution (#135) commit df25607 Author: Fritz Obermeyer <[email protected]> Date: Tue Apr 30 15:51:38 2019 -0700 Avoid legacy constructors (#134) commit 92e85c3 Author: Fritz Obermeyer <[email protected]> Date: Mon Apr 29 11:14:31 2019 -0700 Add JitTrace_ELBO class to minipyro (#133) * Add JitTrace_ELBO class to minipyro * Enable minipyro --jit test * Simplify JitTrace_ELBO * Make Gaussian math jit compatible * Add unit tests for BlockVector and BlockMatrix * Fix docs * Tweak docs commit 5053f55 Author: Fritz Obermeyer <[email protected]> Date: Fri Apr 12 14:09:23 2019 -0400 Remove dependency on pyro ParamStoreDict (#129) commit 79a8621 Author: Fritz Obermeyer <[email protected]> Date: Thu Apr 11 21:15:00 2019 -0700 Support constraints in funsor.minipyro (#128) * Support constraints in funsor.minipyro * Make minipyro tests a little stronger * Save metadata to value.unconstrained() commit a7f3b8a Author: Fritz Obermeyer <[email protected]> Date: Tue Apr 9 21:29:29 2019 -0700 Reinstate examples/minipyro.py, forked from pyro/examples (#125) * Reinstate examples/minipyro.py, forked from pyro/examples * Add a rule for eager evaluation of (p.exp() * f).reduce(ops.add) and a failing test showing numerical instability * compute most of expectation in log-space in minipyro * handle plates? * add commit 48fa3f7 Author: Neeraj Pradhan <[email protected]> Date: Mon Apr 8 11:17:29 2019 -0700 Add Beta, Dirichlet, and Binomial distributions (#120) commit f74df0a Author: eb8680 <[email protected]> Date: Sat Apr 6 19:28:39 2019 -0700 Add rule for creating Gaussians from Affine inputs (#119) commit 8fa1c32 Author: eb8680 <[email protected]> Date: Sat Apr 6 15:21:33 2019 -0700 Add an Affine term to represent multilinear functions of real Variables (#116) commit 627711e Author: Fritz Obermeyer <[email protected]> Date: Sat Apr 6 10:09:42 2019 -0700 Support wrapping PyTorch builtin functions (#118) commit 216626c Author: Fritz Obermeyer <[email protected]> Date: Sat Apr 6 09:06:51 2019 -0700 Add a torch_tensordot operation (#117) * Add a torch_tensordot op * Fix docstrings to avoid sphinx warning commit fcb4670 Author: Fritz Obermeyer <[email protected]> Date: Fri Apr 5 10:30:03 2019 -0700 Add moment_matching interpretation + SLDS example (#115) * Sketch imm example (no inference yet) * Sketch Gaussian.moment_matching_reduce * Use moment-matching interpretation in IMM example * Rename example to slds.py * Make SLDS params more interesting * Relax assumptions regarding reduced_vars commit fd0dfe4 Author: Fritz Obermeyer <[email protected]> Date: Tue Apr 2 15:04:43 2019 -0700 Add initial sphinx docs (#114) commit 51b5489 Author: Fritz Obermeyer <[email protected]> Date: Sun Mar 31 23:14:38 2019 -0700 Add a VAE example using the monte_carlo interpretation (#95) * Sketch Monte Carlo interpretation of logaddexp reduction * Use AssociativeOp in patterns * Fix op pattern matcher * Try eager before monte_carlo * Drop ops.sample, ops.marginal * Sketch VAE example using monte carlo interpretation * Refactor, focusing on .sample() and .monte_carlo_logsumexp() methods * Fix vae example * Sketch Tensor.sample() (untested) * Fix cyclic import * Sketch Gaussian.sample() (untested) * Implement Delta.sample() * Sketch Expectation class * Sketch sampler implementations * Delete Expectation in favor of Integrate in a separate PR * Revert .sample() sketch * Update VAE example to use multi-output Functions * Fix reductions in VAE * Sketch support for multiple args in __getitem__ * Fix bugs in getitem_tensor_tensor * Add stronger tests for tensor getitem * Add support for string indexing * Simplify vae example using multi-getitem * Add stub for Integrate * Fix typo * Sketch monte_carlo registration of Gaussian-Gaussian things * Add stubs for Joint integration * Fix typos * Sketch support for multiple samples * Fix test usage of registry * Fix bugs in gaussian integral * Handle scale factors in Funsor.sample() * Use Integrate in test_samplers.py * Fix bug in Integrate; be less clever * Add implementations of gaussian-linear integrals * Add interpretation logging controlled by FUNSOR_DEBUG * Simplify debug printing * Fix lazy reduction for Joint.reduce() * Fix recursion bug * Get univariate Gaussian sampling to mostly work * Fix bug in Tensor.eager_reduce with nontrivial output * Fix output shape broadcasting in Tensor * Fix assert_close in test_samplers.py * Fix cholesky bugs * Fix bug in _trace_mm() * Fixes for examples/vae.py * Remove examples/vae.py * Revert "Remove examples/vae.py" This reverts commit bee75b9. * Use funsor.Lambda in VAE example * Add a Lambda funsor, inverse to getitem * Use lazy substitution rather than Lambda * Add --pdb argument to examples/vae.py * Add function logging and filename logging when FUNSOR_DEBUG=1 * Enable more functions to be logged * Little fixes * Fixes to support vae example * Fix comment * Revert product sample rules * WIP sketch plates * Simplify vae example (still not working) * Sketch Uncurry funsor * Sketch Uncurry-Delta-Lambda pattern * Sketch Joint-Uncurry-Delta rule * Sketch uncurry-distribution test * Change to_funsor second arg from dtype to Domain * Add Funsor.__contains__ * Use Uncurry in VAE example * Fix test_normal_uncurry * Rename Uncurry to Independent * Revert irrelevant changes * Support sampling from mixtures * Update VAE example to use Independent * Get VAE example to start working * Flake8 * Revert nan validation * Add torchvision to setup.py commit 306aca6 Author: Fritz Obermeyer <[email protected]> Date: Sun Mar 31 22:51:42 2019 -0700 Add Lambda and Independent funsors (#97) * Add a Lambda funsor, inverse to getitem * Sketch Uncurry funsor * Sketch Uncurry-Delta-Lambda pattern * Sketch Joint-Uncurry-Delta rule * Sketch uncurry-distribution test * Change to_funsor second arg from dtype to Domain * Add Funsor.__contains__ * Fix test_normal_uncurry * Rename Uncurry to Independent commit 89313ef Author: Fritz Obermeyer <[email protected]> Date: Sun Mar 31 13:40:43 2019 -0700 Refactor .unscaled_sample() interface (#113) commit 366e9e3 Author: Fritz Obermeyer <[email protected]> Date: Sun Mar 31 13:39:35 2019 -0700 Change to_funsor second arg from dtype to Domain (#112) commit bddcc2c Author: Fritz Obermeyer <[email protected]> Date: Sat Mar 30 18:15:54 2019 -0700 Support event_dim kwarg in pyro.param (#111) * Support event_dim kwarg in pyro.param * Use local-param branch of Pyro * Use pyro dev for CI commit 36e57ae Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 29 13:00:36 2019 -0700 Add a working minipyro with tests (#100) * Add pristine copy of pyro/contrib/minipyro.py * First pass at fixing minipyro * First pass at transformed distributions * Add test for sampling transformed Gaussian * Add test for renaming a Gaussian variable * Add dist.LogNormal distribution and density test * Add xfailing test for LogNormal sampler * Attempt to fix minipyro.elbo * Implement negation and subtraction ops for R-N derivatives * Fix bug in log_joint.process of sample * Implement reduction along a plate dimension * Implement correct but non-monte-carlo elbo * Fix bugs in Gaussian * Implement plate reductions for Gaussian, Joint * Use Expectation(...) in elbo computation * Fix typos in elbo * Add tests for plate reduction * Use Expectation interface by default * Add initial test_minipyro.py * Add more minipyro tests * Add shape assertions to gaussian math * Refactor minipyro * Add an observation to plate test * Add more plates tests * Support sampling in funsor.minipyro commit b9cdbac Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 29 11:02:00 2019 -0700 Implement plate reductions for Gaussian, Joint (#108) commit 37ce962 Author: Fritz Obermeyer <[email protected]> Date: Thu Mar 28 14:43:45 2019 -0700 Make distributions lazy when used Pyro-style (#107) commit 16a2fbb Author: eb8680 <[email protected]> Date: Wed Mar 27 18:04:50 2019 -0700 Add Contract to optimizer (#105) commit c339f1a Author: Fritz Obermeyer <[email protected]> Date: Wed Mar 27 17:57:22 2019 -0700 Implement negation and subtraction ops for R-N derivatives (#104) commit 830e430 Author: Fritz Obermeyer <[email protected]> Date: Wed Mar 27 14:58:14 2019 -0700 Implement basic transformed distributions (#103) * First pass at transformed distributions * Add test for sampling transformed Gaussian * Add test for renaming a Gaussian variable * Add dist.LogNormal distribution and density test * Add xfailing test for LogNormal sampler commit a54defa Author: eb8680 <[email protected]> Date: Wed Mar 27 14:02:34 2019 -0700 Support for pattern matching with the unification library (#78) commit 364745e Author: Fritz Obermeyer <[email protected]> Date: Tue Mar 26 19:08:23 2019 -0700 Remove modified version of minipyro (#102) commit ea7feb2 Author: Fritz Obermeyer <[email protected]> Date: Tue Mar 26 13:29:12 2019 -0700 Log function and filename when FUNSOR_DEBUG=1 (#101) * Add function logging and filename logging when FUNSOR_DEBUG=1 * Enable more functions to be logged commit 951630c Author: Fritz Obermeyer <[email protected]> Date: Tue Mar 26 00:14:21 2019 -0700 Resurrect lazy Subs funsor (again) (#99) * Sketch Monte Carlo interpretation of logaddexp reduction * Use AssociativeOp in patterns * Fix op pattern matcher * Try eager before monte_carlo * Drop ops.sample, ops.marginal * Sketch VAE example using monte carlo interpretation * Refactor, focusing on .sample() and .monte_carlo_logsumexp() methods * Fix vae example * Sketch Tensor.sample() (untested) * Fix cyclic import * Sketch Gaussian.sample() (untested) * Implement Delta.sample() * Sketch Expectation class * Sketch sampler implementations * Delete Expectation in favor of Integrate in a separate PR * Revert .sample() sketch * Update VAE example to use multi-output Functions * Fix reductions in VAE * Sketch support for multiple args in __getitem__ * Fix bugs in getitem_tensor_tensor * Add stronger tests for tensor getitem * Add support for string indexing * Simplify vae example using multi-getitem * Add stub for Integrate * Fix typo * Sketch monte_carlo registration of Gaussian-Gaussian things * Add stubs for Joint integration * Fix typos * Sketch support for multiple samples * Fix test usage of registry * Fix bugs in gaussian integral * Handle scale factors in Funsor.sample() * Use Integrate in test_samplers.py * Fix bug in Integrate; be less clever * Add implementations of gaussian-linear integrals * Add interpretation logging controlled by FUNSOR_DEBUG * Simplify debug printing * Fix lazy reduction for Joint.reduce() * Fix recursion bug * Get univariate Gaussian sampling to mostly work * Fix bug in Tensor.eager_reduce with nontrivial output * Fix output shape broadcasting in Tensor * Fix assert_close in test_samplers.py * Fix cholesky bugs * Fix bug in _trace_mm() * Fixes for examples/vae.py * Remove examples/vae.py * Add docstrings * Resurrect lazy Subs funsor (again) * Fix typo * Allow completely lazy eager_subs method commit 15b0c73 Author: Fritz Obermeyer <[email protected]> Date: Mon Mar 25 17:04:45 2019 -0700 Implement Monte Carlo interpretation of Integrate (#54) * Sketch Monte Carlo interpretation of logaddexp reduction * Use AssociativeOp in patterns * Fix op pattern matcher * Try eager before monte_carlo * Drop ops.sample, ops.marginal * Sketch VAE example using monte carlo interpretation * Refactor, focusing on .sample() and .monte_carlo_logsumexp() methods * Fix vae example * Sketch Tensor.sample() (untested) * Fix cyclic import * Sketch Gaussian.sample() (untested) * Implement Delta.sample() * Sketch Expectation class * Sketch sampler implementations * Delete Expectation in favor of Integrate in a separate PR * Revert .sample() sketch * Update VAE example to use multi-output Functions * Fix reductions in VAE * Sketch support for multiple args in __getitem__ * Fix bugs in getitem_tensor_tensor * Add stronger tests for tensor getitem * Add support for string indexing * Simplify vae example using multi-getitem * Add stub for Integrate * Fix typo * Sketch monte_carlo registration of Gaussian-Gaussian things * Add stubs for Joint integration * Fix typos * Sketch support for multiple samples * Fix test usage of registry * Fix bugs in gaussian integral * Handle scale factors in Funsor.sample() * Use Integrate in test_samplers.py * Fix bug in Integrate; be less clever * Add implementations of gaussian-linear integrals * Add interpretation logging controlled by FUNSOR_DEBUG * Simplify debug printing * Fix lazy reduction for Joint.reduce() * Fix recursion bug * Get univariate Gaussian sampling to mostly work * Fix bug in Tensor.eager_reduce with nontrivial output * Fix output shape broadcasting in Tensor * Fix assert_close in test_samplers.py * Fix cholesky bugs * Fix bug in _trace_mm() * Fixes for examples/vae.py * Remove examples/vae.py * Add docstrings * Updates per review * Revert accidental change commit d2d4c4a Author: Fritz Obermeyer <[email protected]> Date: Sat Mar 23 13:44:16 2019 -0700 Fix lazy reduction for Joint.reduce() (#94) * Fix lazy reduction for Joint.reduce() * Fix recursion bug commit 270d168 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 22 16:44:01 2019 -0700 Add interpretation logging controlled by FUNSOR_DEBUG=1 (#93) * Add interpretation logging controlled by FUNSOR_DEBUG * Simplify debug printing * Improve pretty printing of Stack and Joint commit 5d0a291 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 22 12:55:34 2019 -0700 Implement advanced indexing in Funsor.__getitem__() (#88) * Sketch support for multiple args in __getitem__ * Fix bugs in getitem_tensor_tensor * Add stronger tests for tensor getitem * Add support for string indexing commit 028f640 Author: Fritz Obermeyer <[email protected]> Date: Thu Mar 21 15:45:29 2019 -0700 Add isort command to Makefile (#92) commit 7bbfb3a Author: Fritz Obermeyer <[email protected]> Date: Thu Mar 21 13:39:40 2019 -0700 Sketched a simple PCFG example (#87) commit 3fe2581 Author: Fritz Obermeyer <[email protected]> Date: Thu Mar 21 13:39:14 2019 -0700 Refactor contract dependencies (#91) * Refactor contract dependencies * Fix optimize(Contract, Tensor, Tensor) * Fix dtype computation * Address review comment * Fix typo commit 7cca0f8 Author: eb8680 <[email protected]> Date: Wed Mar 20 12:22:44 2019 -0700 Implement Contract term (#77) commit 876070f Author: Fritz Obermeyer <[email protected]> Date: Wed Mar 20 00:19:26 2019 -0700 Add a to_data() helper (#84) * Add a to_nonfunsor() helper * Fix typo; add more tests * Rename to_nonfunsor to to_data commit 05649ae Author: Fritz Obermeyer <[email protected]> Date: Tue Mar 19 20:50:04 2019 -0700 Support torch functions that return nested tuples of tensors (#82) commit 2b8c0e5 Author: eb8680 <[email protected]> Date: Tue Mar 19 14:39:51 2019 -0700 Rename funsor.contract module to funsor.sum_product (#81) commit 0139a70 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 15 15:58:11 2019 -0700 Implement monte carlo .sample() methods (#75) commit b5ea615 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 15 15:40:08 2019 -0700 Implement sequential interpretation (#76) commit 5fa7fa6 Author: Fritz Obermeyer <[email protected]> Date: Wed Mar 13 11:29:21 2019 -0700 Implement a Joint normal form funsor (#69) * Add a simple delta distribution * Add tests for nontrivial event dim * Simplify unit test * Sketch a general Delta funsor class * Simplify to binding a single name in Delta * Add some tests for Delta * Add test for ground substitution * Add tests for reduction * Add test for conversion from dist.Delta to Delta * Sketch JointNormalForm funsor * Settle on Joint interface * Add more + handling * Remove .log_density field from Delta funsor * Drop handling of .log_density from Joint * Add logic promoting various Binary(-,-) to Joint * Revert "Remove .log_density field from Delta funsor" This reverts commit 897f523. * Revert "Drop handling of .log_density from Joint" This reverts commit a7d0082. * Simplify Gaussian funsor * WIP Refactor Joint patterns * Get Gaussian working with Joint * Add a smoke test for Joint * Add test for reduction * Make xfail more targeted * Update docstring on Joint * Remove unnecessary handling of Binary(ops.add,...) commit 9dbb231 Author: Neeraj Pradhan <[email protected]> Date: Tue Mar 12 18:46:00 2019 -0700 Separate out ops implementations based on backend (#74) * Separate out ops implementations based on backend * rebase with master * fix failing tests * fix error in safediv; get tests working * use object for binary ops * address comment * address comments commit b130f17 Author: Fritz Obermeyer <[email protected]> Date: Mon Mar 11 16:21:14 2019 -0700 Implement a general Delta funsor (#65) * Add a simple delta distribution * Add tests for nontrivial event dim * Simplify unit test * Sketch a general Delta funsor class * Simplify to binding a single name in Delta * Add some tests for Delta * Add test for ground substitution * Add tests for reduction * Add test for conversion from dist.Delta to Delta * Remove .log_density field from Delta funsor * Revert "Remove .log_density field from Delta funsor" This reverts commit 897f523. * Fix failing test * Add tests for log_density * Update __init__.py commit 34a1d9c Author: Fritz Obermeyer <[email protected]> Date: Mon Mar 11 15:53:09 2019 -0700 Implement MultivariateNormal distribution (#73) * Add multivariate distribution * Reduce test tolerance to fix CI build commit 8108b78 Author: Neeraj Pradhan <[email protected]> Date: Mon Mar 11 12:48:37 2019 -0700 Add numpy backend for funsor (#58) commit 89540d6 Author: eb8680 <[email protected]> Date: Mon Mar 11 12:43:22 2019 -0700 Add prototype funsor.adjoint module (#64) commit 27b4a76 Author: Fritz Obermeyer <[email protected]> Date: Sun Mar 10 19:38:57 2019 -0700 Make reduction methods operate over events (#66) * Make reduction ops operate over events * Update existing tests * Update examples * Update README.md * Add tests for event reduction ops * Fix shape bug * Update README.md commit db497c4 Author: eb8680 <[email protected]> Date: Sat Mar 9 19:43:27 2019 -0800 Add lazy option to HMM examples (#67) commit e46c2df Author: Fritz Obermeyer <[email protected]> Date: Sat Mar 9 01:56:27 2019 -0800 Refactor contract (#60) * Sketch funsor.contract module * Add unit test for _partition * Add tests for partial_sum_product() * Fix test in python 3 commit 97153c7 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 8 16:37:47 2019 -0800 Match Op type rather than object (#63) commit d960182 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 8 15:56:34 2019 -0800 Add type check in Funsor.__call__() (#62) commit 72fedac Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 8 15:14:15 2019 -0800 Update minipyro storyboard to correctly handle plates (#56) * Update minipyro storyboard to correctly handle plates * Revert changes to einsum.py commit 52f4366 Author: Fritz Obermeyer <[email protected]> Date: Fri Mar 8 14:57:21 2019 -0800 Implement Op wrapper class to enable pattern matching (#55) commit e64a730 Author: Fritz Obermeyer <[email protected]> Date: Wed Mar 6 17:41:20 2019 -0800 Add a simple Delta distribution (#49) * Add a simple delta distribution * Add tests for nontrivial event dim * Simplify unit test commit c47a17f Author: eb8680 <[email protected]> Date: Wed Mar 6 09:12:29 2019 -0800 Fix path evaluation order in optimizer (#47) commit 4537e90 Author: eb8680 <[email protected]> Date: Tue Mar 5 18:27:36 2019 -0800 Add plated einsum implementation (#46) commit 448c1fa Author: Fritz Obermeyer <[email protected]> Date: Mon Mar 4 17:12:54 2019 -0800 Implement general Gaussian funsor (#37) * WIP sketch Gaussian funsor * Partially implement binary_gaussian_gaussian * Implement marginalization along a dimension; add smoke test * Add more comments * Implement binary_gaussian_gaussian * Sketch to_affine() and Affine funsor * Add xfailing test for to_affine() * Sketch more of eager_subs * Remove affine stuff * WIP fix align_gaussian() using align_tensor() * Refactor and simplify align_tensor() * Fix eager_subs * Get smoke tests working * Switch from scale_tril to precision representation * Implement basic Normal -> Gaussian transform * Rename normal conversions * Fix filling in of defaults for distribution classes * Add test for binary_gaussian_number * Add test for binary_gaussian_tensor * Add xfailing test for gaussian + gaussian * Add more tests * Add test of Normal vs Gaussian * Fix math error in Gaussian .logsumexp() * Fix bugs in Gaussian+Gaussian, align_gaussian() * Fix kalman_filter.py, add to make test * Add more distribution tests commit d333418 Author: eb8680 <[email protected]> Date: Sun Mar 3 10:35:23 2019 -0800 Reinstate opt_einsum-based optimizer (#40)
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