My professional coding portfolio.
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Here is an example of simple machine learning tools as applied to missing particle tracking data. This uses Scikit-learn and Pandas.
Here is an example of code I wrote to displace synthetic particles using a k-d tree method and particle image velocimetry data, further utilizing Pandas for data analysis. [repo]
Here is an example of code I wrote to mask images based on foreground and background estimation, using Pandas, HDF5, and image processing tools. [repo]
Here is an example of using the surfaces generated in the previous example to give an estimate of surface slope, using Pandas, HDF5, and image processing tools. [repo]
Here is an example of manipulating NumPy arrays and saving them as scientific grid file formats (for Generic Mapping Tools and netCDF4). [repo]
Please feel free to contact me at phialathouvenin@gmail.com with any questions!