SciML / PDERoadmapLinks
A repository for the discussion of PDE tooling for scientific machine learning (SciML) and physics-informed machine learning
☆18Updated 5 years ago
Alternatives and similar repositories for PDERoadmap
Users that are interested in PDERoadmap are comparing it to the libraries listed below
Sorting:
- Automatic detection of sparsity in pure Julia functions for sparsity-enabled scientific machine learning (SciML)☆58Updated 3 years ago
- ☆29Updated 5 years ago
- A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.☆112Updated 3 years ago
- Jacobi polynomials and Gauss quadrature related functions☆29Updated last year
- Statistical visualizations based on high performance plotting package Makie☆48Updated 4 years ago
- DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays☆16Updated 5 months ago
- Examples for Bayesian inference using DynamicHMC.jl and related packages.☆37Updated 6 months ago
- Dense and Sparse Least Squares Optimization☆56Updated 5 months ago
- Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem☆28Updated 2 weeks ago
- ☆16Updated 6 years ago
- A package to download free books from Springer using Julia☆26Updated 5 years ago
- Markov Chain Monte Carlo convergence diagnostics in Julia☆21Updated 3 years ago
- Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions☆61Updated 3 weeks ago
- Richardson extrapolation in Julia☆64Updated last month
- A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs wi…☆81Updated last month
- A Julia package to approximate multivariate continuous functions using Chebyshev polynomials.☆33Updated 10 months ago
- Base package for optimization and equation solver software in JuliaNLSolvers☆32Updated 3 months ago
- Fixed Point Acceleration for Julia☆33Updated last month
- A one-hour talk about Julia as the future of scientific computing☆46Updated 7 years ago
- Use Optim to train Flux models and visualize loss landscapes☆60Updated last year
- Learning to love dispatch-oriented programming☆45Updated 3 years ago
- A Julia package for representing block-banded matrices and banded-block-banded matrices☆62Updated last month
- Decompose a signal/timeseries into structure and noise or seasonal and residual components☆41Updated 2 months ago
- Multistart optimization methods in Julia.☆69Updated 6 months ago
- Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia☆58Updated last month
- Repository for B0M36SPJ☆88Updated 9 months ago
- DynamicHMC versions of StatisticalRethinking models☆18Updated 2 years ago
- Julia bindings for the Intel Vector Math Library☆73Updated this week
- Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem☆20Updated 2 weeks ago
- Structured optimization in Julia☆75Updated 2 years ago