pythonidae VS DifferentialEquations.jl

Compare pythonidae vs DifferentialEquations.jl and see what are their differences.

pythonidae

Curated decibans of scientific programming resources in Python. (by svaksha)

DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia. (by SciML)
CodeRabbit: AI Code Reviews for Developers
Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
coderabbit.ai
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
pythonidae DifferentialEquations.jl
1 6
956 2,877
- 0.5%
0.0 6.9
over 1 year ago about 1 month ago
Julia Julia
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pythonidae

Posts with mentions or reviews of pythonidae. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-22.
  • Beginner Learner
    4 projects | /r/learnpython | 22 Dec 2022
    pythonidae — Tools and resources for bioinformatics, genomics, agriculture, food science, medicine, genetic engineering, etc

DifferentialEquations.jl

Posts with mentions or reviews of DifferentialEquations.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-13.
  • Startups are building with the Julia Programming Language
    3 projects | news.ycombinator.com | 13 Dec 2022
    This lists some of its unique abilities:

    https://docs.sciml.ai/DiffEqDocs/stable/

    The routines are sufficiently generic, with regard to Julia’s type system, to allow the solvers to automatically compose with other packages and to seamlessly use types other than Numbers. For example, instead of handling just functions Number→Number, you can define your ODE in terms of quantities with physical dimensions, uncertainties, quaternions, etc., and it will just work (for example, propagating uncertainties correctly to the solution¹). Recent developments involve research into the automated selection of solution routines based on the properties of the ODE, something that seems really next-level to me.

    [1] https://lwn.net/Articles/834571/

  • From Common Lisp to Julia
    11 projects | news.ycombinator.com | 6 Sep 2022
    https://github.com/SciML/DifferentialEquations.jl/issues/786. As you could see from the tweet, it's now at 0.1 seconds. That has been within one year.

    Also, if you take a look at a tutorial, say the tutorial video from 2018,

  • When is julia getting proper precompilation?
    3 projects | /r/Julia | 10 Dec 2021
    It's not faith, and it's not all from Julia itself. https://github.com/SciML/DifferentialEquations.jl/issues/785 should reduce compile times of what OP mentioned for example.
  • Julia 1.7 has been released
    15 projects | news.ycombinator.com | 30 Nov 2021
    Let's even put raw numbers to it. DifferentialEquations.jl usage has seen compile times drop from 22 seconds to 3 seconds over the last few months.

    https://github.com/SciML/DifferentialEquations.jl/issues/786

  • Suggest me a Good library for scientific computing in Julia with good support for multi-core CPUs and GPUs.
    3 projects | /r/Julia | 18 Sep 2021
  • DifferentialEquations compilation issue in Julia 1.6
    1 project | /r/Julia | 27 Mar 2021
    https://github.com/SciML/DifferentialEquations.jl/issues/737 double posted, with the answer here. Please don't do that.

What are some alternatives?

When comparing pythonidae and DifferentialEquations.jl you can also consider the following projects:

PythonCall.jl - Python and Julia in harmony.

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

PyPlot.jl - Plotting for Julia based on matplotlib.pyplot

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

bioinformatics - :microscope: Path to a free self-taught education in Bioinformatics!

Gridap.jl - Grid-based approximation of partial differential equations in Julia

codewars.com - Issue tracker for Codewars

ApproxFun.jl - Julia package for function approximation

advent-of-code-jq - Solving Advent of Code with jq

DiffEqBase.jl - The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

FFTW.jl - Julia bindings to the FFTW library for fast Fourier transforms

ReservoirComputing.jl - Reservoir computing utilities for scientific machine learning (SciML)

CodeRabbit: AI Code Reviews for Developers
Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
coderabbit.ai
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

Did you konow that Julia is
the 49th most popular programming language
based on number of metions?