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Learning numpy eBook (PDF)
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Chapters
Chapter 1: Getting started with numpy
Chapter 2: Arrays
Chapter 3: Boolean Indexing
Chapter 4: File IO with numpy
Chapter 5: Filtering data
Chapter 6: Generating random data
Chapter 7: Linear algebra with np.linalg
Chapter 8: numpy.cross
Chapter 9: numpy.dot
Chapter 10: Saving and loading of Arrays
Chapter 11: Simple Linear Regression
Chapter 12: subclassing ndarray
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