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- fixed ManyTypes4Py dataset URL;
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‎src/target_tools/real-world-llms/README.md‎

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# 🧠 TypeEvalPy: Type Inference Evaluation for Python
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This adapter provides tools for:
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- Preprocessing the [ManyTypes4Py](https://github.com/saltudelft/many-types-4-py) dataset
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- Preprocessing the [ManyTypes4Py](https://github.com/saltudelft/many-types-4-py-dataset) dataset
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- Running type inference using large language models (LLMs)
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- Analyzing and evaluating results on real-world Python benchmarks
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## 📦 1. Data Preprocessing
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Start by downloading and preparing the [ManyTypes4Py](https://github.com/saltudelft/many-types-4-py) dataset.
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Start by downloading and preparing the [ManyTypes4Py](https://github.com/saltudelft/many-types-4-py-dataset) dataset.
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### Steps:
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python3 large_scale_analysis.py
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```
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This will generate ```analysis.txt``` in the model results.
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This will generate ```analysis.txt``` in the model results.

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