Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
Add simple test case for MLP to improve reasoning about the implementation
Fix single neuron output handling in MLP implementation
Expand .gitignore with standard Python patterns from GitHub repo.
Changes
Testing improvements:
test/test_nn.pywith a simple MLP test that validates both forward and backward passes with known expected values[This helped me resonate a bit better about the code implementation -- thought it could help others.]
Bug fix:
Layer.__call__()toMLP.__call__()[I believe layer(x) should always return a list[Value] based on the expected inout in Neuron activation computation (zip(w, v)).]
Housekeeping: