Stars
Nonconvex Exterior Point Operator Splitting
Fault Detection and Isolation Tools in Julia
Solution of Lyapunov, Sylvester and Riccati matrix equations using Julia
A small step for dynamics, a giant leap for SciML
Reachability analysis for closed-loop control systems in Julia
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
Various Kalman Filters: KF, UKF, AUKF and their Square root variant
Complex neural network examples for Flux.jl
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Optimize nonsmooth functions with gradient sampling, (ns) BFGS...
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Reservoir computing utilities for scientific machine learning (SciML)
Computing reachable states of dynamical systems in Julia
A development environment for robust and global optimization
Bayesian inference with probabilistic programming.
Easily and efficiently memoize any function, closure, or callable object in Julia.
Surrogate modeling and optimization for scientific machine learning (SciML)
Xournal++ is a handwriting notetaking software with PDF annotation support. Written in C++ with GTK3, supporting Linux (e.g. Ubuntu, Debian, Arch, SUSE), macOS and Windows 10. Supports pen input fr…
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Julia library for plotting with plotly.js
High-Performance Symbolic Regression in Python and Julia
Joplin - the privacy-focused note taking app with sync capabilities for Windows, macOS, Linux, Android and iOS.
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization