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Oxide-enzyme Alternatives
Similar projects and alternatives to oxide-enzyme
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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.
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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
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SciMLBenchmarks.jl
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
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DiffEqOperators.jl
Discontinued Linear operators for discretizations of differential equations and scientific machine learning (SciML)
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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.
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OMEinsum.jl
One More Einsum for Julia! With runtime order-specification and high-level adjoints for AD
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better oxide-enzyme alternative or higher similarity.
oxide-enzyme reviews and mentions
Posts with mentions or reviews of oxide-enzyme.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-11.
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Enzyme: towards state-of-the-art AutoDiff in Rust
Afterwards, you can have a look at https://github.com/rust-ml/oxide-enzyme, where I published some toy examples. The current approach has a lot of limitations, mostly due to using the ffi / c-abi to link the generated functions. @bytesnake and I are already looking at an alternative implementation which should solve most, if not all issues. For the meantime, we hope that this already helps those who want to do some early testing. This link might also help you to understand the Rust frontend a bit better. I will add a larger blog post once oxide-enzyme is ready to be published on crates.io.
- Oxide-Enzyme: Integrating LLVM's Static Automatic Differentiation Plugin
- Julia 1.7 has been released
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Stats
Basic oxide-enzyme repo stats
4
102
2.9
about 1 year ago
EnzymeAD/oxide-enzyme is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of oxide-enzyme is Rust.
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