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18s191

Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia:

astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

compneuro

Computational Neuroscience class materials in PyDSTool based on Hugh Wilson's book (and some from Eugene Izhikevich's book). DRAFT VERSION! See files_info.txt for index. Please improve and discuss!

compphysicsnotebooks

Jupyter Python Notebooks of "Computational Physics", Landau, Paez, Bordeianu

correlated_activity_76

Computational Model of Willshaw & Malsburg, 1976

data_driven_astronomy

datasciencecoursera

Repo for Coursera class on Data Science

datasharing

The Leek group guide to data sharing

dynamical-systems-with-applications-using-matlab

Source code for 'Dynamical Systems with Applications using MATLAB®, 2ed' by Stephen Lynch http://www.springer.com/book/9783319068190

dynamical-systems-with-applications-using-python

Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch

example2018

Example Project for CompPhys course

examples

Examples of exercises that accompany Effective Computation in Physics

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

gian-applied-nla-course

Materials for the GIAN Course "Modern Applications of Numerical Linear Algebra Methods"

github-codespaces-demo

Coursera course Linux and Bash for Data Engineering Duke University

hello-world

Hello World repository

julia-high-performance-programming

Julia high Performance Programming by Packt

kyotoux-009x

leanpub_natureincode

modeldb

Interesting models from ModelDB

nb_learner

numerical-python

Source code for 'Numerical Python' by Robert Johansson

numerical-python-book-code

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-for-probability-statistics-and-machine-learning

Jupyter/IPython Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

rdatasciencemooc

receptivefields

Receptive Fields in the primary visual pathway applied to images

rf-mono-matlab

Matlab code to calculate energy efficient receptive fields

rna-seq-tsne

The art of using t-SNE for single-cell transcriptomics

start_julia

Code of the book "Getting started with the Julia Programming Language"