$$ \newcommand\bs[1]{\boldsymbol{#1}} \newcommand\norm[1]{\left\lVert#1\right\rVert} \DeclareMathOperator{\Tr}{Tr} \newcommand\argmin[1]{\underset{\bs{#1}}{\arg\min}} \newcommand\argmax[1]{\underset{\bs{#1}}{\arg\max}} $$
Projects Projects | Code · Data Science

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You can find here various projects about code and data science.
Mechanism of the gradient descent algorithm
Linear Algebra Series
Series on linear algebra chapters from the Deep Learning Book from Ian Goodfellow, Yoshua Bengio, and Aaron Courville (2016): 12 blog posts + Python Notebooks to get all you need to do great things in machine learning and deep learning.
Screenshot of amplitude and frequency modulation demo
Amplitude and Frequency modulations
Interactive demo illustrating the concept of amplitude and frequency modulation.
Screenshot of tone cloud demo
Tone clouds
Audiovisual represention of tone clouds. Tone clouds are sets of pure tones with random spectrotemporal characteristics.
$$ \newcommand\bs[1]{\boldsymbol{#1}} \newcommand\norm[1]{\left\lVert#1\right\rVert} \DeclareMathOperator{\Tr}{Tr} \newcommand\argmin[1]{\underset{\bs{#1}}{\arg\min}} \newcommand\argmax[1]{\underset{\bs{#1}}{\arg\max}} $$