pymc-devs/symbolic-pymc

Issues

• Document Meta Graph Design and Functionality

  #2 opened 4 years ago by brandonwillard
  5

• Enable support for SymJAX graphs

  #111 opened 4 years ago by brandonwillard
  0

• Automatically convert PyMC3 `Distribution`s to `RandomVariable`s

  #110 opened 4 years ago by brandonwillard
  2

• Add log-likelihoods to `RandomVariable`s

  #109 opened 4 years ago by brandonwillard
  0

• Conditional posteriors for Dynamic Linear Models

  #9 opened 5 years ago by brandonwillard
  1

• Core Dump when Metatizing TFlowOpName

  #62 opened 5 years ago by brandonwillard
  0

• Error reconstructing tf.cast Graph

  #64 opened 5 years ago by brandonwillard
  0

• TensorFlow Meta and Base Object Discrepancies

  #75 opened 4 years ago by brandonwillard
  1

• value_index error in TFlowMetaOp

  #34 opened 5 years ago by josephwillard
  0

• Meta object default values

  #35 opened 5 years ago by josephwillard
  4

• NodeDef attributes missing in meta graph conversion

  #47 opened 5 years ago by josephwillard
  0

• Some `tf.Operation.inputs` need to be remapped to match the OpDef signature

  #28 opened 5 years ago by josephwillard
  1

• TensorFlow Support

  #3 opened 5 years ago by brandonwillard
  0

• Trampoline MetaSymbol.reify

  #101 opened 4 years ago by brandonwillard
  0

• Partially specified NodeDef.attr

  #84 opened 5 years ago by brandonwillard
  0

• Use "generic" meta types consistently

  #87 opened 5 years ago by brandonwillard
  0

• TensorFlow Name Conflicts During Meta Object Reification

  #93 opened 4 years ago by brandonwillard
  2

• Automatically "metatize" backend helper functions

  #56 opened 5 years ago by brandonwillard
  0

• Improve performance of basic miniKanren goals

  #58 opened 4 years ago by brandonwillard
  5

• Automatic MAP methods for sparsity-inducing, non-smooth log-likelihoods

  #8 opened 5 years ago by brandonwillard
  3

• Support the Manipulation of PyMC4 Models

  #18 opened 5 years ago by brandonwillard
  1

• Improve Performance of `graph_applyo`

  #27 opened 4 years ago by brandonwillard
  4

• PyMC3 model-to-distribution-class conversion examples

  #104 opened 4 years ago by brandonwillard
  0

• `graph_applyo` Doesn't Work in "Reverse"

  #26 opened 5 years ago by brandonwillard
  0

• Perform Shallow Conversion to Expression-tuple form in `graph_applyo`

  #31 opened 5 years ago by brandonwillard
  1

• Add a test for scale-location relation

  #16 opened 5 years ago by brandonwillard
  0

• Generalize Graph Traversal and Manipulation

  #6 opened 5 years ago by brandonwillard
  5

• Generalized Tensor Algebra and Graph Normalization

  #5 opened 5 years ago by brandonwillard
  2

• mt.random.normal does not work with logic variables

  #51 opened 5 years ago by josephwillard
  1

• mt.randomstandardnormal errors with logic variables

  #53 opened 5 years ago by josephwillard
  1

• Support TensorFlow Probability

  #20 opened 5 years ago by brandonwillard
  2

• Commutative and Associative Relations with TensorFlow Objects

  #86 opened 5 years ago by brandonwillard
  1

• Graph Normalization and miniKanren Goals for TensorFlow Graphs

  #19 opened 5 years ago by brandonwillard
  2

• Demo symbolic-pymc on radon example in pymc4

  #67 opened 5 years ago by twiecki
  7

• Add ability to limit printed graph depth in tf_dprint

  #50 opened 4 years ago by josephwillard
  0

• Add goal debugging and graph inspection tools to documentation

  #102 opened 4 years ago by brandonwillard
  0

• Improve Test Coverage

  #21 opened 4 years ago by brandonwillard
  1

• Implement math operators for meta tensors

  #55 opened 5 years ago by brandonwillard
  1

• Allow keyword arguments to `etuple`

  #36 opened 5 years ago by brandonwillard
  0

• Relationship with pyro-ppl/funsor?

  #10 opened 5 years ago by eb8680
  7

• Comparison does not hold

  #25 opened 5 years ago by josephwillard
  1

• Replace `from_obj` with a dispatched function

  #14 opened 5 years ago by josephwillard
  1

• Set up CI and Black

  #7 opened 5 years ago by brandonwillard
  5

• Error in the last docstring example

  #1 opened 5 years ago by junpenglao
  0