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---
configs:
- config_name: train
data_files:
- split: train
path:
- data/stackoverflow_dataset.json
- data/github_dataset.json
- config_name: test
data_files:
- split: test
path:
- data/testing_stackoverflow_dataset.json
- data/testing_github_dataset.json
dataset_info:
- config_name: train
features:
- name: instruction
dtype: string
- name: input
dtype: string
- name: output
dtype: string
- name: system
dtype: string
configs:
- config_name: default
license: apache-2.0
task_categories:
- text-generation
- question-answering
language:
- en
tags:
- eren5717
- py_issues_en
- dbl_issues
size_categories:
- 10K<n<100K
questions_ids:
- 275 lines
data:
- 1652 lines
pretty_name: tensorflow,keras,pytorch
---
# TensorFlow, PyTorch, and Keras Framework Dataset: StackOverflow & GitHub
## Dataset Overview
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.
## Data Sources
- **StackOverflow posts**: User-generated questions and answers focused on common issues, optimizations, and best practices in TensorFlow, PyTorch, and Keras.
- **GitHub repositories**: Relevant code snippets, documentation, and discussions from open-source repositories that leverage these frameworks.
## Use Cases
The dataset is designed to support various tasks such as:
- **Natural Language Processing (NLP)**
- **Sentiment analysis**
- **Code summarization**
- **Question-answering models**
It is a valuable resource for AI research and development related to deep learning and machine learning frameworks.
## Data Structure
- **StackOverflow Data**: Contains questions, answers, and comments. Each entry includes metadata such as post ID, user ID, score, and relevant tags.
- **GitHub Data**: Includes code snippets, repository metadata, issues, and pull requests.
## License
This dataset is made available for research and educational purposes. Please refer to the respective licenses of StackOverflow and GitHub for usage terms.
## Acknowledgements
We would like to acknowledge StackOverflow and GitHub for providing the rich source of data that this dataset is based on.
## Citation
If you use this dataset in your research, please cite it as follows:
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