DiffEqFlux.jl

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods (by SciML)
Review neural-ode neural-sde neural-pde neural-dde neural-differential-equations stiff-ode ordinary-differential-equations stochastic-differential-equations delay-differential-equations partial-differential-equations neural-networks Differentialequations differential-equations scientific-ml scientific-ai neural-jump-diffusions neural-sdes scientific-machine-learning pinn physics-informed-learning
Source Code
docs.sciml.ai
DiffEqFlux.jl Reviews
Suggest alternative
Edit details
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com
featured

DiffEqFlux.jl Alternatives

Similar projects and alternatives to DiffEqFlux.jl

SciML
DiffEqFlux.jl

  1. Flux.jl

    28 DiffEqFlux.jl VS Flux.jl

    Relax! Flux is the ML library that doesn't make you tensor

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. Enzyme

    16 DiffEqFlux.jl VS Enzyme

    High-performance automatic differentiation of LLVM and MLIR. (by EnzymeAD)

  4. functorch

    11 DiffEqFlux.jl VS functorch

    functorch is JAX-like composable function transforms for PyTorch.

  5. SciMLBook

    4 DiffEqFlux.jl VS SciMLBook

    Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

  6. score_sde_pytorch

    4 DiffEqFlux.jl VS score_sde_pytorch

    PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  7. 18S096SciML

    1 DiffEqFlux.jl VS 18S096SciML

    18.S096 - Applications of Scientific Machine Learning

  8. NeuralPDE.jl

    10 DiffEqFlux.jl VS NeuralPDE.jl

    Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better DiffEqFlux.jl alternative or higher similarity.
Suggest an alternative to DiffEqFlux.jl

DiffEqFlux.jl discussion

Log in or Post with

DiffEqFlux.jl reviews and mentions

Posts with mentions or reviews of DiffEqFlux.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-26.

Stats

Basic DiffEqFlux.jl repo stats
2
892
8.6
18 days ago

SciML/DiffEqFlux.jl is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of DiffEqFlux.jl is Julia.

Popular Comparisons

  1. DiffEqFlux.jl VS SciMLBook
  2. DiffEqFlux.jl VS 18S096SciML
  3. DiffEqFlux.jl VS Enzyme
  4. DiffEqFlux.jl VS functorch
  5. DiffEqFlux.jl VS Flux.jl
  6. DiffEqFlux.jl VS score_sde_pytorch
  7. DiffEqFlux.jl VS NeuralPDE.jl

Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com

Did you know that Julia is
the 43rd most popular programming language
based on number of references?

Loading...