fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Jupyter Notebookpythondata-sciencemachine-learningdeep-learningalgorithmsnumpylinear-algebra
This is stars and forks stats for /fastai/numerical-linear-algebra repository. As of 29 Mar, 2024 this repository has 9678 stars and 2550 forks.

Computational Linear Algebra for Coders This course is focused on the question: How do we do matrix computations with acceptable speed and acceptable accuracy? This course was taught in the University of San Francisco's Masters of Science in Analytics program, summer 2017 (for graduate students studying to become data scientists). The course is taught in Python with Jupyter Notebooks, using libraries such as Scikit-Learn and Numpy for most lessons, as well as Numba (a library that compiles Python...
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