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Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skills...
matrix
python
jupyter
null-space
eigenvalues
mathematics
data-science
eigenvectors
gram-schmidt
vector-space
data-analysis
linear-algebra
diagonalization
data-visualization
symmetric-matrices
matrix-calculations
computational-science
linear-transformations
singular-value-decomposition
multivariate-normal-distribution
Created
2020-06-01
203 commits to master branch, last one 3 months ago
Lightweight, general, scalable C++ library for finite element methods
Created
2015-06-11
22,217 commits to master branch, last one 2 days ago
SimTK OpenSim C++ libraries and command-line applications, and Java/Python wrapping.
Created
2014-06-12
16,154 commits to main branch, last one 3 days ago
The ReScience journal. Reproducible Science is Good. Replicated Science is better.
Created
2015-04-04
100 commits to master branch, last one 2 years ago
The official repository for the AiiDA code
Created
2016-12-23
11,937 commits to main branch, last one 2 days ago
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Created
2022-11-03
30,891 commits to main branch, last one 12 days ago
Freeware notebook environment for Wolfram Language written in Javascript
Created
2023-01-14
32 commits to main branch, last one 20 hours ago
ReproZip is a tool that simplifies the process of creating reproducible experiments from command-line executions, a frequently-used common denominator in computational science.
Created
2014-05-06
2,409 commits to 1.x branch, last one 18 days ago
Lightweight OpenGL tool for accurate and flexible finite element visualization
Created
2015-06-13
1,349 commits to master branch, last one 10 days ago
A Python library which allows construction and manipulation of complex molecules, as well as automatic molecular design and the creation of molecular databases.
Created
2018-03-18
5,306 commits to master branch, last one 2 months ago
Curated list of some open source codes employing lattice Boltzmann methods
lbm
thermal
microflow
particles
turbulence
thermal-flows
mesh-refinement
multiphase-flow
fluid-simulation
hpc-applications
multiphase-flows
lattice-boltzmann
porous-media-flow
scientific-computing
computational-physics
computational-science
shallow-water-equations
computational-fluid-dynamics
parallel-numerical-framework
Created
2020-04-22
10 commits to master branch, last one 5 months ago
Log shell-commands and used files. Snapshot executed scripts. Fully automatic.
Created
2019-07-21
220 commits to master branch, last one 3 months ago
awesome open list of pointers about open science for software and computational science
Created
2016-12-12
34 commits to gh-pages branch, last one 4 months ago
A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.
Created
2018-03-26
43 commits to main branch, last one 2 years ago
Electron/X-ray ptychography and tomography/laminography
Created
2021-01-08
344 commits to main branch, last one 28 days ago
Generative Pre-Trained Physics-Informed Neural Networks Implementation
gpt
pdes
pinn
python
pytorch
allen-cahn
tensorflow
mathematics
deep-learning
neural-network
neural-networks
burgers-equation
machine-learning
numerical-methods
computational-science
klein-gordon-equation
differential-equations
physics-informed-learning
partial-differential-equations
physics-informed-neural-networks
Created
2023-03-25
183 commits to main branch, last one 5 months ago
"Introduction to Python" course for future Imperial College London MSc students
Created
2021-07-15
39 commits to main branch, last one 3 months ago
Crack Analysis Tool in Python (CrackPy) - automatic detection and fracture mechanical analysis of (fatigue) cracks using digital image correlation
Created
2022-10-20
28 commits to main branch, last one 4 months ago
Some python workbooks with various topics from Computational Physics
Created
2020-03-20
62 commits to master branch, last one about a year ago
Computational Chemistry Workflows
Created
2017-07-28
875 commits to master branch, last one 2 years ago