SciML/ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

GitHub repository with 229 stars and 49 forks.

Language: Julia

Topics: differential-equations, echo-state-networks, julia, machine-learning, reservoir-computing, rnn, scientific-machine-learning, sciml

Open provider repository

Latest metric snapshot

2026-06-05: 229 stars and 49 forks.

Similar repositories

  1. 1. SciML/OrdinaryDiffEq.jl

    High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

    GitHub repository with 659 stars and 265 forks.

    Trending score: 0.29; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: ordinary-differential-equations, differentialequations, ode, event-handling, adaptive, high-performance

  2. 2. SciML/ModelingToolkit.jl

    An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

    GitHub repository with 1,634 stars and 255 forks.

    Trending score: 0.26; stars gained: +0; forks gained: +1.

    Language: Julia

    Topics: acausal, computer-algebra, dae, dde, delay-differential-equations, differential-equations

  3. 3. SciML/Sundials.jl

    Julia interface to Sundials, including a nonlinear solver (KINSOL), ODEs (CVODE and ARKODE), and DAEs (IDA)

    GitHub repository with 211 stars and 78 forks.

    Trending score: 0.24; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: julia, sundials, cvode, ida, ode, differential-equations

  4. 4. SciML/DataDrivenDiffEq.jl

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

    GitHub repository with 427 stars and 58 forks.

    Trending score: 0.21; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: differential-equations, julia, ode, scientific-machine-learning, sciml

  5. 5. SciML/Catalyst.jl

    Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

    GitHub repository with 517 stars and 81 forks.

    Trending score: 0.14; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: differential-equations, chemical-reactions, reaction-network, sde, dsl, ode

  6. 6. SciML/DiffEqGPU.jl

    GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

    GitHub repository with 320 stars and 40 forks.

    Trending score: 0.05; stars gained: -1; forks gained: +0.

    Language: Julia

    Topics: gpu, gpu-parallelism, differentialequations, differential-equations, ode, sde

Trending in Julia

  1. 1. JuliaLang/julia

    The Julia Programming Language

    GitHub repository with 48,745 stars and 5,783 forks.

    Trending score: 1.16; stars gained: +15; forks gained: +0.

    Language: Julia

    Topics: julia-language, julia, scientific, hpc, numerical, machine-learning

  2. 2. JuliaHEP/UnROOT.jl

    Native Julia I/O package to work with CERN ROOT files objects (TTree and RNTuple)

    GitHub repository with 121 stars and 20 forks.

    Trending score: 0.87; stars gained: +4; forks gained: +0.

    Language: Julia

    Topics: cern-root, julia, particle-physics, hep, high-energy-physics, hacktober

  3. 3. ark-ecs/Ark.jl

    Archetype-based Entity Component System (ECS) for Julia

    GitHub repository with 77 stars and 6 forks.

    Trending score: 0.59; stars gained: +2; forks gained: +0.

    Language: Julia

    Topics: ecs, entity-component-system, julia, agent-based-modeling, individual-based-modelling, simulation

  4. 4. aviatesk/JETLS.jl

    A new language server for Julia, enabling modern, compiler-powered tooling.

    GitHub repository with 286 stars and 20 forks.

    Trending score: 0.49; stars gained: +1; forks gained: +0.

    Language: Julia

    Topics: jet, julia, language-server, static-analysis, vscode-extension

  5. 5. timholy/claude_config

    Configuration files for claude code

    GitHub repository with 34 stars and 9 forks.

    Trending score: 0.49; stars gained: +2; forks gained: +1.

    Language: Julia

  6. 6. JuliaGPU/Metal.jl

    Metal programming in Julia

    GitHub repository with 451 stars and 62 forks.

    Trending score: 0.46; stars gained: +1; forks gained: +1.

    Language: Julia

    Topics: julia, gpu, mac, metal-framework, apple-gpu, apple-silicon

Trending topic: differential-equations

  1. 1. vlang/vsl

    V library to develop Artificial Intelligence and High-Performance Scientific Computations

    GitHub repository with 396 stars and 48 forks.

    Trending score: 0.37; stars gained: +1; forks gained: +0.

    Language: V

    Topics: v, hacktoberfest, linear-algebra, optimization, sparse-systems, computational-geometry

  2. 2. SciML/OrdinaryDiffEq.jl

    High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

    GitHub repository with 659 stars and 265 forks.

    Trending score: 0.29; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: ordinary-differential-equations, differentialequations, ode, event-handling, adaptive, high-performance

  3. 3. SciML/ModelingToolkit.jl

    An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

    GitHub repository with 1,634 stars and 255 forks.

    Trending score: 0.26; stars gained: +0; forks gained: +1.

    Language: Julia

    Topics: acausal, computer-algebra, dae, dde, delay-differential-equations, differential-equations

  4. 4. SciML/Sundials.jl

    Julia interface to Sundials, including a nonlinear solver (KINSOL), ODEs (CVODE and ARKODE), and DAEs (IDA)

    GitHub repository with 211 stars and 78 forks.

    Trending score: 0.24; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: julia, sundials, cvode, ida, ode, differential-equations

  5. 5. SciML/DataDrivenDiffEq.jl

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

    GitHub repository with 427 stars and 58 forks.

    Trending score: 0.21; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: differential-equations, julia, ode, scientific-machine-learning, sciml

  6. 6. SciML/Catalyst.jl

    Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

    GitHub repository with 517 stars and 81 forks.

    Trending score: 0.14; stars gained: +0; forks gained: +0.

    Language: Julia

    Topics: differential-equations, chemical-reactions, reaction-network, sde, dsl, ode