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Copy file name to clipboardExpand all lines: README.md
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To install the latest release of PyHelpers from [PyPI](https://pypi.org/project/pyhelpers/) using [pip](https://pip.pypa.io/en/stable/cli/pip/):
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```bash
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pip install --upgrade pyhelpers
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$ pip install --upgrade pyhelpers
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```
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*For more information, see the [Installation](https://pyhelpers.readthedocs.io/en/latest/installation.html).*
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For more information, see the [Installation](https://pyhelpers.readthedocs.io/en/latest/installation.html).
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## Quick Start
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## Cite as
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Fu, Q. (2020). PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks. Zenodo. [doi:10.5281/zenodo.4017438](https://doi.org/10.5281/zenodo.4017438)
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Fu, Q. (2020). PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks. Zenodo. [doi:10.5281/zenodo.4017438](https://doi.org/10.5281/zenodo.4017438).
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```bibtex
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@software{Fu_PyHelpers_4017438,
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author = {Fu, Qian},
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title = {{PyHelpers: An open-source toolkit for facilitating
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Python users' data manipulation tasks}},
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year = 2020,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.4017438},
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url = {https://doi.org/10.5281/zenodo.4017438}
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@software{Fu_PyHelpers_An_open-source_2020,
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author = {Fu, Qian},
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title = {{PyHelpers: An open-source toolkit for facilitating Python users' data manipulation tasks}},
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year = 2020,
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publisher = {Zenodo},
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doi = {10.5281/zenodo.4017438},
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license = {MIT},
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url = {https://github.com/mikeqfu/pyhelpers}
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}
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```
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*Please refer to [Zenodo](https://zenodo.org/search?q=conceptrecid%3A%224017438%22&f=allversions%3Atrue&l=list&p=1&s=10&sort=version) for specific version references of PyHelpers.*
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For specific version references of PyHelpers, please refer to [Zenodo](https://zenodo.org/search?q=conceptrecid%3A%224017438%22&f=allversions%3Atrue&l=list&p=1&s=10&sort=version).
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## License
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PyHelpers (since v2.0.0) is licensed under [MIT License](https://github.com/mikeqfu/pyhelpers/blob/master/LICENSE).
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