SciML / PDERoadmap
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:
- Repo for the parallel workshop at JuliaCon 2016☆18Updated 8 years ago
- Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions☆59Updated 3 months ago
- A Julia package to contain non-standard matrix factorizations☆18Updated 2 months ago
- A package to download free books from Springer using Julia☆26Updated 5 years ago
- Fixed Point Acceleration for Julia☆30Updated 2 months ago
- Richardson extrapolation in Julia☆64Updated 3 months ago
- Base package for optimization and equation solver software in JuliaNLSolvers☆31Updated last month
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 3 years ago
- DynamicHMC versions of StatisticalRethinking models☆18Updated last year
- ☆29Updated 5 years ago
- Stochastic delay differential equations (SDDE) solvers for the SciML scientific machine learning ecosystem☆28Updated this week
- A collection of Julia benchmarks available for CI tracking from the JuliaLang/julia repository☆43Updated last month
- A Julia implementation of Bayesian linear regression using marginal likelihood for hyperparameter optimization, as presented in Chris Bis…☆27Updated 3 years ago
- Common interface bindings for the MATLAB ODE solvers via MATLAB.jl for the SciML Scientific Machine Learning ecosystem☆20Updated last year
- Online empirical cumulative distribution functions☆34Updated 7 months ago
- Markov Chain Monte Carlo convergence diagnostics in Julia☆21Updated 2 years ago
- A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs wi…☆80Updated 4 months ago
- Efficient approximate k-nearest neighbors graph construction and search in Julia☆47Updated last week
- Statistical visualizations based on high performance plotting package Makie☆48Updated 3 years ago
- Automatic detection of sparsity in pure Julia functions for sparsity-enabled scientific machine learning (SciML)☆58Updated 3 years ago
- Use Optim to train Flux models and visualize loss landscapes☆60Updated last year
- Implicit Runge-Kutta Gauss-Legendre 16th order (Julia)☆28Updated last month
- ☆37Updated 4 years ago
- Julia package for working with special matrix types.☆40Updated 5 months ago
- A one-hour talk about Julia as the future of scientific computing☆46Updated 6 years ago
- Materials for MIT class 6.S083 / 18.S190, fall 2019☆42Updated 5 years ago
- Julia bindings for the Intel Vector Math Library☆73Updated last year
- Dense and Sparse Least Squares Optimization☆55Updated 3 weeks ago
- It's all Set: A hands-on introduction to JuliaReach☆19Updated 3 years ago
- Singular Value Decomposition for generic number types☆41Updated 4 years ago