Giters

aesara-devs / aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Home Page:https://aesara.readthedocs.io

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Improve nested graph support

rlouf opened this issue · comments

commented

OpFromGraph
  1. Support updates via the OpFromGraph interface
    #1316
    Op implementation enhancement
  2. Merge Composite and OpFromGraph
    #1287
    Op implementation enhancement help wanted refactor
  3. Reduce aesara.compile.builders.infer_shape's recursions
    #1117
    Scan bug help wanted performance concern shape inference

Scan
  1. Use Scan input storage more efficiently
    #1230
    Scan enhancement help wanted performance concern refactor
  2. Reduce aesara.compile.builders.infer_shape's recursions
    #1117
    Scan bug help wanted performance concern shape inference
  3. Merge Scan's inner-graphs without graph traversal
    #777
    Scan enhancement help wanted important performance concern refactor
  4. Scan refactoring and simplification
    #584
    Scan enhancement help wanted refactor
  5. Add Scan rewrites to canonicalizations
    #580
    Scan enhancement graph rewriting help wanted
  6. In-place the RandomVariables within a Scan
    #543
    Scan enhancement graph rewriting help wanted random variables
  7. Behaviour of scan differs from documentation wrt variables with no taps
    #500
    Scan bug documentation enhancement good first issue help wanted
  8. Support RandomState Variable types in Scan
    #738
    Scan enhancement help wanted important random variables refactor request discussion