ParameterizedFunctions.jl vs Unityper.jl

ParameterizedFunctions.jl

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

Source Code

docs.sciml.ai

Suggest alternative

Edit details

Unityper.jl

By YingboMa

Suggest topics

Source Code

Suggest alternative

Edit details

InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

www.influxdata.com

featured

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

featured

ParameterizedFunctions.jl		Unityper.jl
	Project
1	Mentions	2
76	Stars	51
-	Growth	-
6.5	Activity	5.5
9 days ago	Latest Commit	5 months ago
Julia	Language	Julia
GNU General Public License v3.0 or later	License	MIT License

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.

ParameterizedFunctions.jl

Posts with mentions or reviews of ParameterizedFunctions.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-19.

Julia macros
5 projects | /r/Julia | 19 Dec 2021

Unityper.jl

Posts with mentions or reviews of Unityper.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-03.

JuLox: What I Learned Building a Lox Interpreter in Julia
3 projects | news.ycombinator.com | 3 Jun 2023

I'm pretty sure it is type instability. The faster way to do this would be with something like https://github.com/YingboMa/Unityper.jl which would fix that. The problem with profiling unstable code in Julia is that it makes everything slow so the profiler will just show a big mess of everything being slow. We do need better resources, but I have no idea what they would like like.
Julia macros
5 projects | /r/Julia | 19 Dec 2021

What are some alternatives?

When comparing ParameterizedFunctions.jl and Unityper.jl you can also consider the following projects:

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.

MuladdMacro.jl - This package contains a macro for converting expressions to use muladd calls and fused-multiply-add (FMA) operations for high-performance in the SciML scientific machine learning ecosystem

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

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

Moose - 🐐 A new fun programming language

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.