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SciMLOrdinaryDiffEq.jl

692

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary different

First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.

11 h

42 outside PRs

MergedShare of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.

76%

of 38 closed

Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.

0

available

SciMLModelingToolkit.jl

1.7k

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for int

First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.

13 h

39 outside PRs

Merged

JuliaLangjulia

49k

The Julia Programming Language

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16 h

120 outside PRs

Merged

jump-devMathOptInterface.jl

506

A data structure for mathematical optimization problems

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4 h

7 outside PRs

Merged

jump-devJuMP.jl

2.5k

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

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8 h

6 outside PRs

Merged

SciMLSciMLBenchmarks.jl

346

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

First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.

2.5 days

13 outside PRs

Merged

SciMLSciMLSensitivity.jl

398

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, dis

First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.

4.1 days

9 outside PRs

Merged

arviz-devsArviZ.jl

110

Exploratory analysis of Bayesian models with Julia

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Not enough data

0 outside PRs

Merged

arviz-devsInferenceObjects.jl

15

Storage for results of Bayesian inference

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0 outside PRs

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arviz-devsPSIS.jl

18

Pareto smoothed importance sampling

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0 outside PRs

Merged

gridapGridap.jl

882

Grid-based approximation of partial differential equations in Julia

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Not enough data

3 outside PRs

Merged

jump-devConvex.jl

598

A Julia package for disciplined convex programming

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1 outside PRs

Merged

jump-devCPLEX.jl

139

A Julia interface to the CPLEX solver

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0 outside PRs

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jump-devDiffOpt.jl

146

Differentiating optimization programs w.r.t. program parameters

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3 outside PRs

Merged

jump-devGurobi.jl

239

A Julia interface to the Gurobi Optimizer

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0 outside PRs

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jump-devHiGHS.jl

151

A Julia interface to the HiGHS solver

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Not enough data

0 outside PRs

Merged

jump-devHypatia.jl

151

interior point solver for general convex conic optimization problems

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0 outside PRs

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jump-devIpopt.jl

169

A Julia interface to the Ipopt nonlinear solver

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Not enough data

1 outside PRs

Merged

jump-devNLopt.jl

281

A Julia interface to the NLopt nonlinear-optimization library

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1 outside PRs

Merged

jump-devPajarito.jl

141

A solver for mixed-integer convex optimization

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0 outside PRs

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jump-devSumOfSquares.jl

132

Sum of Squares Programming for Julia

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0 outside PRs

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SciMLBlackBoxOptim.jl

466

Black-box optimization for Julia

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0 outside PRs

Merged

SciMLDataDrivenDiffEq.jl

432

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

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0 outside PRs

Merged

SciMLDiffEqFlux.jl

929

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (

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0 outside PRs

Merged

SciMLEvolutionary.jl

353

Evolutionary & genetic algorithms for Julia

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0 outside PRs

Merged

SciMLNeuralPDE.jl

1.2k

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simu

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Not enough data

4 outside PRs

Merged

SciMLOptimization.jl

845

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonline

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4 outside PRs

Merged

StingraySoftwareStingray.jl

10

Julia porting of Stingray - Under heavy development, be ready to help debugging it ;)

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0 outside PRs

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