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pretty_name: tensorflow,keras,pytorch
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pretty_name: tensorflow,keras,pytorch
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---
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# TensorFlow, PyTorch, and Keras Framework Dataset: StackOverflow & GitHub
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## Dataset Overview
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This dataset contains a collection of questions, answers, and code snippets related to the **TensorFlow**, **PyTorch**, and **Keras** frameworks, sourced from **StackOverflow** and **GitHub** repositories. It provides a comprehensive resource for researchers, practitioners, and developers interested in analyzing and enhancing their understanding of these popular machine learning frameworks.
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## Data Sources
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- **StackOverflow posts**: User-generated questions and answers focused on common issues, optimizations, and best practices in TensorFlow, PyTorch, and Keras.
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- **GitHub repositories**: Relevant code snippets, documentation, and discussions from open-source repositories that leverage these frameworks.
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## Use Cases
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The dataset is designed to support various tasks such as:
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- **Natural Language Processing (NLP)**
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- **Sentiment analysis**
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- **Code summarization**
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- **Question-answering models**
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It is a valuable resource for AI research and development related to deep learning and machine learning frameworks.
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## Data Structure
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- **StackOverflow Data**: Contains questions, answers, and comments. Each entry includes metadata such as post ID, user ID, score, and relevant tags.
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- **GitHub Data**: Includes code snippets, repository metadata, issues, and pull requests.
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## License
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This dataset is made available for research and educational purposes. Please refer to the respective licenses of StackOverflow and GitHub for usage terms.
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## Acknowledgements
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We would like to acknowledge StackOverflow and GitHub for providing the rich source of data that this dataset is based on.
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## Citation
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If you use this dataset in your research, please cite it as follows:
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