adityanprasad's repositories
AdvancedScientificComputing
A short course on Julia and open-source software development
BioSimulator.jl
A stochastic simulation framework in Julia.
blog-theme
Files needed to replicate my research blog
CellModeller
GPU-accelerated multicellular modelling framework
CellSim3D
GPU Accelerated 3D Cell Simulator
CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
ComputationalPhysics
Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.
DiffEqProblemLibrary.jl
A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools
diffractsim
✨ A diffraction simulator for exploring and visualizing physical optics.
Distributions.jl
A Julia package for probability distributions and associated functions.
e3nn_tutorial
repository and website for tutorials on 3d Euclidean equivariant neural networks
gpu-workshop-JuliaCon23
Differentiable modelling on (multi)-GPUs workshop at JuliaCon23
Graphs.jl
An optimized graphs package for the Julia programming language
HistogramThresholding.jl
A Julia package for determining thresholds by analyzing one-dimensional histograms
Images.jl
An image library for Julia
julia-distributed-computing
The ultimate guide to distributed computing in Julia
juliacon21-gpu_workshop
Material for the 2021 GPU workshop at JuliaCon
Kinetic.jl
Universal modeling and simulation of fluid dynamics upon machine learning
matrixcalc
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
MultiScaleArrays.jl
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
numerical-tours
Numerical Tours of Signal Processing
OAD
Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.
PlanktonIndividuals.jl
This package simulates the behaviors of an ensemble of phytoplankton individuals.
psf
Point Spread Function calculations for fluorescence microscopy. Forked from https://pypi.org/project/psf
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
StatisticalRethinking.jl
Julia version of selected functions in the R package `rethinking`. Used in the StatisticalRethinkingStan and StatisticalRethinkingTuring projects.
STMO
Selected Topics in Mathematical Optimization, now in Julia
WaterLily.jl
Fast and simple fluid simulator in Julia