IRTools.jl
Mike's Little Intermediate Representation (by MikeInnes)
Symbolics.jl
Symbolic programming for the next generation of numerical software (by JuliaSymbolics)
| IRTools.jl | Symbolics.jl | |
|---|---|---|
| 2 | 13 | |
| 107 | 1,288 | |
| 0.9% | 1.0% | |
| 5.4 | 9.4 | |
| 6 days ago | 12 days ago | |
| Julia | Julia | |
| MIT License | 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.
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.
IRTools.jl
Posts with mentions or reviews of IRTools.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-05.
- From Julia to Rust
-
Ask HN: Show me your Half Baked project
Which is the concept behind Cassette.jl (https://github.com/jrevels/Cassette.jl) and IRTools.jl (https://github.com/MikeInnes/IRTools.jl).
Symbolics.jl
Posts with mentions or reviews of Symbolics.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-29.
- Symbolics.jl
-
What packages would you like Julia to have?
It’s not up to parity with SymPy/Matlab by far yet - here’s the tracking issue on it https://github.com/JuliaSymbolics/Symbolics.jl/issues/59
- Converting Symbolics.jl Objects to SymPy.jl Objects
-
Error With StaticArrays Module & Symbolics.jl
Hello Juila Community. This is my second day working with Julia, having come over from Sympy due to performance reasons. I am working on a project that requires calculating matrix determinants and adjugates for families of matrices with symbolics entries. I am using Symbolics.jl for the symbols and using Juilia 1.8.2.
- ModelingToolkit over Modelica
-
A Mature Library For Symbolic Computation?
After spending some time reading the documentation, it turns out that JuliaSymbolics also lacks factorizations functionality (according to [Link](https://github.com/JuliaSymbolics/Symbolics.jl/issues/59))
-
Looking for numerical/iterative approach for determining a value
You can also get an expression for the partial of β with respect to h using Symbolics.jl:
-
In 2022, the difference between symbolic computing and compiler optimizations will be erased in #julialang. Anyone who can come up with a set of symbolic mathematical rules will automatically receive an optimized compiler pass to build better code
The example is applied to the right-hand side of a generated mass-matrix ODE (DAE) which is then solved using the adaptive time stepping methods of DifferentialEquations.jl. It's a test example that comes from the robotics / rigid body dynamics simulation groups (specifically interested in control) where they before were generating the governing equations with SymPy, and recently switched to try Symbolics.jl (and we got the example because of some performance issues that needed fixing). The comparison is with and without applying the code simplifier before solving. The table shows an average global induced error of 1e-12 when chopping off the 1e-11 * sin(x) terms and smaller. Thus there's nothing "competitive" against standard adaptive time stepping here: it's used to enhance the simulation of generated models that are simulated with the adaptive time steppers.
- From Julia to Rust
-
Fractions in Julia Symbolics
Done. https://github.com/JuliaSymbolics/Symbolics.jl/issues/215
What are some alternatives?
When comparing IRTools.jl and Symbolics.jl you can also consider the following projects:
JET.jl - An experimental code analyzer for Julia. No need for additional type annotations.
julia - The Julia Programming Language
Dagger.jl - A framework for out-of-core and parallel execution
Octavian.jl - Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
Juleps - Julia Enhancement Proposals
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
pyodide - Pyodide is a Python distribution for the browser and Node.js based on WebAssembly
fricas - Official repository of the FriCAS computer algebra system
StaticArrays.jl - Statically sized arrays for Julia
glow - Compiler for Neural Network hardware accelerators
egg - egg is a flexible, high-performance e-graph library