Adding TabSyn examples and ensemble attack code

[lotif]

PR Type

Feature

Short Description

Clickup Ticket(s): https://app.clickup.com/t/10524786/868jvwvax

A few things in this PR:

• Adding an example for TabSyn full pipeline (train, synthesize and evaluate)
• Adding an example for Ensemble Attack using TabSyn
• Adding EnsembleAttackTabSynModelRunner to src/midst_toolkit/attacks/ensemble/models.py so the attack knows how to run the model
• Renaming test_attack_model.py files to stop pytest thinking they are test files
• A few small refactorings to simplify things

FYI a lot of the code in the examples was copied from the CTGAN example, and the EnsembleAttackTabSynModelRunner was adapted from the existing TabSyn automated test.

Tests Added

No tests added.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 0ec44cea-c457-4cf9-9ff5-0df5c3521756

📥 Commits

Reviewing files that changed from the base of the PR and between 9f0e89c and 7082237.

📒 Files selected for processing (25)

• examples/gan/README.md
• examples/gan/ensemble_attack/README.md
• examples/gan/ensemble_attack/config.yaml
• examples/gan/ensemble_attack/make_challenge_dataset.py
• examples/gan/ensemble_attack/run_test_attack_model.py
• examples/gan/ensemble_attack/utils.py
• examples/tabsyn/README.md
• examples/tabsyn/config.yaml
• examples/tabsyn/ensemble_attack/README.md
• examples/tabsyn/ensemble_attack/compute_attack_success.py
• examples/tabsyn/ensemble_attack/config.yaml
• examples/tabsyn/ensemble_attack/make_challenge_dataset.py
• examples/tabsyn/ensemble_attack/run_test_attack_model.py
• examples/tabsyn/ensemble_attack/train_attack_model.py
• examples/tabsyn/evaluate.py
• examples/tabsyn/synthesize.py
• examples/tabsyn/tabsyn_config.toml
• examples/tabsyn/train.py
• src/midst_toolkit/attacks/ensemble/models.py
• src/midst_toolkit/attacks/ensemble/rmia/rmia_calculation.py
• src/midst_toolkit/models/tabsyn/dataset.py
• src/midst_toolkit/models/tabsyn/pipeline.py
• src/midst_toolkit/models/tabsyn/preprocessing.py
• tests/integration/assets/tabsyn/trans_info.json
• tests/integration/models/tabsyn/test_train.py

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch marcelo/tabsyn-ensemble

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