deep-learning-math

Here are 4 public repositories matching this topic...

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Updated Oct 2, 2020
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sarahabumandil / StatML-Study-

collaboratively curated repository compiling and synthesizing lectures courses and texts on foundational mathematics for artificial intelligence contributors are encouraged to engage critically and refine the material

education linear-algebra artificial-intelligence study-resources gilbert-strang 3blue1brown mathematics-for-machine-learning deep-learning-math linear-algebra-course mit-1806 open-source-learning

Updated Jul 1, 2026
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igna-s / Michigrad-Deep-Learning-From-Scratch

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A scalar-valued autograd engine implemented from scratch in Python. Replicates Torch's logic to demonstrate backpropagation fundamentals.

autograd backpropagation neural-networks-from-scratch deep-learning-math michigrad

Updated Dec 30, 2025
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hien078 / first-principles-math-modeling

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📐 First-principles mathematical modeling — 15 topics: dynamical systems, SIR epidemic models, ODEs, optimization, game theory, simulation & data-driven modeling. All with Jupyter notebooks.

python latex optimization jupyter-notebook first-principles scientific-computing graph-theory scipy game-theory applied-mathematics dynamical-systems differential-equations numerical-methods machine-learning-from-scratch mathematical-modeling sir-model ai-education python-simulation deep-learning-math

Updated Aug 23, 2026
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