wala

wala/ML

27 stars 17 forks 27 watchers Java Eclipse Public License 2.0

analysis python tensorflow wala

17 Open Issues Need Help Last updated: Jun 27, 2026

Open Issues Need Help

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ML tests are missing a data directory 3 months ago

help wanted good first issue testing

27

Java

#analysis#python#tensorflow#wala

Adding duplicate tensor data sources during dataset enumeration 3 months ago

good first issue question

27

Java

#analysis#python#tensorflow#wala

Support TensorFlow unit test entrypoints 3 months ago

enhancement help wanted entrypoints

27

Java

#analysis#python#tensorflow#wala

Combine Pytest analysis classes with basic Python analysis 3 months ago

enhancement help wanted summaries

27

Java

#analysis#python#tensorflow#wala

Callable identification should be further up the analysis 3 months ago

enhancement help wanted

27

Java

#analysis#python#tensorflow#wala

Missing cases for importing scripts from package initialization code 3 months ago

enhancement help wanted PYTHONPATH

27

Java

#analysis#python#tensorflow#wala

Propagate per-instance fields through slice operations in the Python front-end 3 months ago

enhancement help wanted parsing java

27

Java

#analysis#python#tensorflow#wala

Tensor conversions and tensor generators 3 months ago

bug good first issue summaries

27

Java

#analysis#python#tensorflow#wala

Decorated functions specifying a PYTHONPATH don't show up in the call graph 3 months ago

bug help wanted PYTHONPATH decorators

27

Java

#analysis#python#tensorflow#wala

Intermodule importing using `import` not working (`from ... import ...` works fine) 3 months ago

bug help wanted PYTHONPATH

27

Java

#analysis#python#tensorflow#wala

Method `com.ibm.wala.classLoader.IClass.getSuperclass()` incorrectly returns `Lobject` 3 months ago

bug help wanted parsing

27

Java

#analysis#python#tensorflow#wala

Add a concise factory for constructing `TensorType` from numeric dimensions 3 months ago

enhancement good first issue testing

27

Java

#analysis#python#tensorflow#wala

Use a typed sentinel for dynamic/batch dimensions instead of raw `null` in `TensorType.dims` 4 months ago

enhancement good first issue

27

Java

#analysis#python#tensorflow#wala

Trampolines not created for Python summarized methods 6 months ago

bug help wanted

27

Java

#analysis#python#tensorflow#wala

Track initial tensor shapes and dtypes through variables 9 months ago

enhancement help wanted java tensorflow tensor shapes

27

Java

#analysis#python#tensorflow#wala

Remove the `expectedNumberOfTensorParameters` parameter 12 months ago

good first issue cleanup testing java

27

Java

#analysis#python#tensorflow#wala

Encounting pointer keys other than local ones in tests about 1 year ago

AI Summary: Investigate the occurrence of non-local pointer keys in tests for the Ariadne project, specifically within `TestTensorflow2Model.java`. Determine if this is an issue, identify other encountered pointer keys, and assess the need for handling them. This involves analyzing the WALA-based codebase and potentially modifying the test suite.

Complexity: 4/5

good first issue question testing

27

Java

#analysis#python#tensorflow#wala