Simplify the example script and rename examples

[lebrice]

Signed-off-by: Fabrice Normandin normandf@mila.quebec

Copilot reviewed 23 out of 32 changed files in this pull request and generated 1 suggestion.

Files not reviewed (9)

• .regression_files/project/algorithms/example_test/test_initialization_is_reproducible/cuda/fcnet_fashion_mnist_example.yaml: Language not supported
• project/algorithms/text_classification_example_test.py: Evaluated as low risk
• docs/examples/index.md: Evaluated as low risk
• project/algorithms/init.py: Evaluated as low risk
• project/algorithms/jax_rl_example_test.py: Evaluated as low risk
• docs/examples/text_classification.md: Evaluated as low risk
• docs/features/jax.md: Evaluated as low risk
• project/algorithms/example.py: Evaluated as low risk
• project/algorithms/llm_finetuning_test.py: Evaluated as low risk

Comments skipped due to low confidence (1)

project/algorithms/text_classification_test.py:39

• The TODO comment indicates a known issue with a failing test on SLURM. This should be addressed.

# TODO: There's a failing test here only on SLURM?

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 82.15686% with 91 lines in your changes missing coverage. Please review.

Project coverage is 81.91%. Comparing base (f8e3a22) to head (c569dd2).

Files with missing lines	Patch %	Lines
project/algorithms/jax_ppo_test.py	55.91%	41 Missing ⚠️
project/utils/testutils.py	73.91%	24 Missing ⚠️
project/datamodules/vision.py	52.94%	8 Missing ⚠️
project/conftest.py	89.47%	4 Missing ⚠️
project/experiment.py	69.23%	4 Missing ⚠️
project/utils/remote_launcher_plugin.py	78.57%	3 Missing ⚠️
...roject/datamodules/image_classification/cifar10.py	60.00%	2 Missing ⚠️
project/utils/autoref_plugin.py	92.30%	2 Missing ⚠️
project/utils/typing_utils/protocols.py	60.00%	2 Missing ⚠️
project/algorithms/jax_image_classifier.py	97.14%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master      #91      +/-   ##
==========================================
+ Coverage   81.22%   81.91%   +0.68%     
==========================================
  Files          63       59       -4     
  Lines        4262     4108     -154     
==========================================
- Hits         3462     3365      -97     
+ Misses        800      743      -57     

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