cfrodriguez

julia

The Julia Programming Language

JuMP.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

Optim.jl

Optimization functions for Julia

ForwardDiff.jl

Forward Mode Automatic Differentiation for Julia

SciMLTutorials.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

ControlSystems.jl

A Control Systems Toolbox for Julia

18335

18.335 - Introduction to Numerical Methods course

MathOptInterface.jl

A data structure for mathematical optimization problems

18330

18.330 Introduction to Numerical Analysis

SciMLBenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

Calculus.jl

Calculus functions in Julia

NLopt.jl

Package to call the NLopt nonlinear-optimization library from the Julia language

JuliaCourseNotebooks

Jupyter notebooks for the Julia Scientific Programming course on Coursera

diffeqr

Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem

Debug.jl

Prototype interactive debugger for Julia

DualNumbers.jl

Julia package for representing dual numbers and for performing dual algebra

ParameterizedFunctions.jl

A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications

KNITRO.jl

A Julia interface to the Artelys Knitro solver

Parametron.jl

Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia

AmplNLWriter.jl

A Julia interface to AMPL-enabled solvers

LeastSquaresOptim.jl

Dense and Sparse Least Squares Optimization

BoundaryValueDiffEq.jl

Boundary value problem (BVP) solvers for scientific machine learning (SciML)

ComputationalMathematics

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

ConditionalJuMP.jl

Automatic transformation of implications and complementarity into mixed-integer models in Julia

ControlToolbox.jl

A Control Toolbox for Julia language

MotionCaptureJointCalibration.jl

Kinematic calibration for robots using motion capture data

LTISystems.jl

Julia package for representing linear, time-invariant system models and operations defined on them.

LeastSquaresOptim.jl

Sparse Least Squares Optimization

NLOptControl.jl