Lists (8)
Stars
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equat…
Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia
Package to call Python functions from the Julia language
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
Progress meter for long-running computations
Repository of best practices for deep learning in Julia, inspired by fastai
Julia Implementation of Transformer models
Julia package for function approximation
Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical in…
Algorithms implemented in the Julia programming language. We're collaborating with the Humans of Julia community!
The JuliaFEM software library is a framework that allows for the distributed processing of large Finite Element Models across clusters of computers using simple programming models. It is designed t…
Fast jacobian computation through sparsity exploitation and matrix coloring
Utility package for accessing common Machine Learning datasets in Julia
This library uses the LaTeX package pgfplots to produce plots.
Algebraic Multigrid in Julia
For working with dimensions of arrays by name
Solving differential equations in parallel on GPUs - JuliaCon 2021 workshop
Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
A simple finite volume tool for Julia