Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

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One of the long-standing bottlenecks for researchers and data scientists is the inherent limitation of the tools they use for numerical computation. NumPy, the go-to library for numerical operations ...

We consider the problem of allocating resources in a max-min fair manner. The best known solutions either use a sequence of optimizations or waterfilling which only applies to a narrow set of cases.

Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python ...

Abstract: We propose a novel discriminative feature learning method via Max-Min Ratio Analysis (MMRA) for exclusively dealing with the long-standing “worst-case class separation” problem. Existing ...

../../src/main/python/array_test.py:336: ../../src/main/python/asserts.py:561: in assert_gpu_and_cpu_are_equal_collect _assert_gpu_and_cpu_are_equal(func, 'COLLECT ...