# Articles

## Articles

### Introductory

* [Reproducible Data Dependencies for Python](https://blog.jupyter.org/reproducible-data-dependencies-for-python-guest-post-d0f68293a99)
* [Data packages for fast, reproducible Python analysis](https://blog.quiltdata.com/data-packages-for-fast-reproducible-python-analysis-c74b78015c7f)
* [Quilt - a data package manager](https://qxf2.com/blog/quilt-data-package-manager/)

### Machine learning

* [Reproducible machine learning with PyTorch and Quilt](https://blog.paperspace.com/reproducible-data-with-pytorch-and-quilt/)
* [Reproducible machine learning with Jupyter and Quilt](https://blog.dominodatalab.com/reproducible-machine-learning-with-jupyter-and-quilt/)
* [Identifying Buildings in Satellite Images with Machine Learning and Quilt](https://medium.com/@xander80/identifying-buildings-in-satellite-images-with-machine-learning-and-quilt-5a5579670885)

### Data engineering

* [Declarative data processing with pandas and pyarrow](https://blog.quiltdata.com/declarative-etl-with-pandas-and-pyarrow-a779de13ef9d)
* [Organize and edit your test data with Quilt](https://qxf2.com/blog/understanding-quilt-with-a-example/)

### Biology

* [Programmatic data access​ at the Allen Institute for Cell Science](https://www.allencell.org/programmatic-data-access.html)
* [Designing CRISPR sgRNAs in Python](https://blog.quiltdata.com/designing-crispr-sgrnas-in-python-cd693674237d)

## Blog

* [blog.quiltdata.com](https://blog.quiltdata.com/)


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