mikexcohen/LinAlgBook

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mikexcohen/LinAlgBook

mikexcohen

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Python and MATLAB code for linear algebra textbook.

LinAlgBook

This is all the code that accompanies the book "Linear Algebra: Theory, Intuition, Code"

https://www.amazon.com/Linear-Algebra-Theory-Intuition-Code/dp/9083136604

Note: For an independent translation of the book code into R, see the following link: https://alexander-pastukhov.github.io/cohen-linear-algebra/

DeepUnderstandingOfDeepLearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

Jupyter Notebook

LinAlg4DataScience

Code that accompanies the book "Linear Algebra for Data Science"

Jupyter Notebook

AnalyzingNeuralTimeSeries

Code for ANTS book (Cohen, 2012, MIT Press)

LinAlgCourse

Python and MATLAB code for online linear algebra course

Jupyter Notebook

ANTS_youtube_videos

The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.

Statistics_book

Jupyter Notebook

MasterMathByCodingInPython

Jupyter Notebook

SignalProcessing

Jupyter Notebook

Statistics_course

Code that accompanies online statistics and machine-learning course

Jupyter Notebook

calculusWithPython

Master calculus 1 using Python: derivatives and applications

Jupyter Notebook

NeuroscienceSourceSeparation

A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.

GED_tutorial

Code accompanying publication on GED tutorial

MATLAB_BrainAndCognitiveScientists

Code that accompanies the book

MATLAB_onramp

MATLAB beginner course: code, sample data files, and pdf reading materials.

EssentialsOfNeuroscienceWithMATLAB

MorletWavelets

MATLAB and Python code for creating, defining, and working with Morlet wavelets in the time and frequency domains.

Jupyter Notebook

FourierTransform_course

Code that accompanies online course about the Fourier transform

Jupyter Notebook

gedBounds

MATLAB code for identifying frequency boundaries in multichannel data.

DeepLearningDemos

A few demos of deep learning

Jupyter Notebook

ChatGPT4DataScience

Code that accompanies online course about using ChatGPT for data science

Jupyter Notebook

Python_for_science

Jupyter Notebook

gedCFC

MATLAB code for multivariate cross-frequency coupling.

spatiotemporal_filters

UkraineFlagColormap

Create a custom colormap in Python and MATLAB

Jupyter Notebook

RESS

Rhythmic entrainment source separation

phaseSynchComparison

Comparing phase-based synchronization measures

transientCFC

Assessing transient cross-frequency coupling