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*Libraries for manipulating images.*
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*[pillow](http://pillow.readthedocs.org/) - Pillow is the **friendly** PIL fork. PIL is the [Python Imaging Library](http://www.pythonware.com/products/pil/).
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*[wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
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*[thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, resizing and flipping of images.
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*[imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity.
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*[python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator.
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*[pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in python without needing PIL.
*[winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI.
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*[pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes.
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*[memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code.
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*[django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response.
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*[django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver.
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*[memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code.
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## Science and Data Analysis
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*[PyDy](https://pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.
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*[SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics.
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*[statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python.
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*[scikit-image](http://scikit-image.org/) - A collection of algorithms for image processing.
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*[scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy.
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