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linear-algebra

Here are 59 public repositories matching this topic...

fastai / numerical-linear-algebra

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

python data-science machine-learning deep-learning algorithms numpy linear-algebra

Updated Apr 16, 2024
Jupyter Notebook

garth-wells / notebooks-3M1

Jupyter notebooks (Python) for the course 3M1 at the Department of Engineering, University of Cambridge

linear-algebra regression singular-value-decomposition

Updated Jan 25, 2024
Jupyter Notebook

sagardevaraju / Linear-Algebra-for-Machine-Learning-and-Data-Science

Notebooks and notes from going through Deeplearning.AI's linear algebra course

data-science machine-learning linear-algebra deeplearning-ai

Updated Feb 16, 2023
Jupyter Notebook

inducer / numerics-notes

Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing

notes optimization interpolation linear-algebra jupyter-notebook root-finding teaching scientific-computing org-mode quadrature numerical-methods numerical-analysis

Updated Jan 1, 2024
Jupyter Notebook

MonitSharma / Numerical-Linear-Algebra

A course on Linear Algebra using Python in Jupyter notebooks

python machine-learning linear-algebra jupyter-notebook quantum-computing matrices singular-value-decomposition

Updated Jul 19, 2023
Jupyter Notebook

hrnbot / Basic-Mathematics-for-Machine-Learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

python machine-learning statistics ai calculus algebra notebook linear-algebra probability mathematics pytorch mathematical-analysis maths beginner siraj mathematical-functions prerequisites siraj-raval machinelearning-python

Updated Sep 13, 2022
Jupyter Notebook

biswajitsahoo1111 / blog_notebooks

Notebooks for my personal blog articles.

machine-learning deep-learning tensorflow linear-algebra pytorch

Updated Feb 26, 2024
Jupyter Notebook

garth-wells / IA-maths-Jupyter

Notebooks in support of of the Part IA (Michaelmas Term) mathematics course at the Department of Engineering at University of Cambridge

linear-algebra ode sympy jupyter-notebooks

Updated Nov 27, 2018
Jupyter Notebook

claramatos / math-for-ml

Blank notebooks and solutions for the Mathematics for Machine Learning specialization by Imperial College of London on Coursera.

machine-learning calculus linear-algebra mathematics coursera pca mathematics-machine-learning imperial-college-london

Updated Feb 10, 2023
Jupyter Notebook

yezhengkai / VMLS

Notebooks for "Introduction to Applied Linear Algebra - Vectors, Matrices, and Least Squares" by Stephen Boyd and Lieven Vandenberghe.

Updated Oct 15, 2020
Jupyter Notebook

EGelphman97 / FFT-Notebook

iPython Notebook that goes over the theory of the DFT and FFT as well as the implementation of various radix-2 algorithms in Python

education dsp linear-algebra ipython-notebook fft fht rader-brenner-fft radix-2-fft

Updated Mar 6, 2021
HTML

marcoemorais / numerics-review

Jupyter notebooks with answers to end of chapter review questions for the textbook Scientific Computing by Michael Heath (2018).

linear-algebra scientific-computing numerics

Updated Nov 27, 2023
Jupyter Notebook

irisida / mathematics

Jupyter notebook projects covering main mathematics principals and courses. Math fundamentals, Algebra, Geometry, Trigonometry & precalculus, Calculus, Linear Algebra

calculus algebra trigonometry jupyter geometry linear-algebra jupyter-notebook precalculus

Updated Sep 3, 2020
Jupyter Notebook

data-science-notebooks

diegoinacio / data-science-notebooks

✨ An authorial set of fundamental python recipes on Data Science and Analytics.

python data-science statistics linear-algebra probability data-visualization data-analytics predictive-analytics multivariate-analysis advanced-analytics multivariate-calculus

Updated May 13, 2023
Jupyter Notebook

worthant / Higher-Mathematics

📔 This repository is for storing my Higher Mathematics learning journey

linear-algebra mathematical-analysis mathematical-statistics optimisation-algorithms probability-theory computational-maths

Updated May 23, 2024

shahrokh-bahtooei / Linear-Algebra-Gilbert-Strang

A notebook using numpy, scipy, and matplotlib to show the concepts taught in the course Linear Algebra by Prof. Gilbert Strang at MIT

numpy linear-algebra scipy gilbert-strang course-note

Updated Jul 16, 2022
Jupyter Notebook

victor7246 / Notebooks

This repository contains notebooks on different topics across - linear algebra, image classification, language models etc.

natural-language-processing deep-learning clustering linear-algebra embeddings matrix-factorization image-classification topic-modeling language-models one-shot-learning sentiment-classification categorical-features

Updated May 21, 2020
Jupyter Notebook

Stats-and-ML

tanav2202 / Stats-and-ML

A collection of code I write for Stats and Ml and my kaggle notebooks

machine-learning statistics linear-algebra machine-learning-algorithms

Updated Aug 5, 2022
Jupyter Notebook

brandonp2412 / JupyterNotebooks

Visualizations of my development process

python calculus linear-algebra jupyter-notebook recursion trees

Updated Jul 8, 2018
Jupyter Notebook

JustinShenk / normaliz-notebook

Testing repository for Normaliz Tutorial

vector matrix linear-algebra cone hilbert basis

Updated May 2, 2017
Jupyter Notebook

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