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90 followers · 20 following

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Achievement: Pull Sharkx3Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Organizations

@ReScience @leap-stc @awesome-spectral-indices @LuxDL @EES-ScaDS-AI

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MartinuzziFrancesco/README.md

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Hello there!

I am a researcher at the Max Planck Institute for Physics of Complex Systems in Dresden. My research will look into how deep learning models can model chaotic dynamics.

I love writing software and providing open source implementations of research papers. My contributions rank from fully fledged libraries to one-off implementations. I am the creator and main developer of the following packages:

Additional non registered implementations include deep learning (Flux.jl) models like NBeats.

Pinned Loading

  1. SciML/ReservoirComputing.jl SciML/ReservoirComputing.jl Public

    Reservoir computing utilities for scientific machine learning (SciML)

    Julia 215 41

  2. torchrecurrent torchrecurrent Public

    A collection of 25+ PyTorch-compatible implementations of recurrent layers

    Python 16

  3. RecurrentLayers.jl RecurrentLayers.jl Public

    A comprehensive collection of 35+ recurrent neural network layers for Flux.jl

    Julia 25

  4. LuxRecurrentLayers.jl LuxRecurrentLayers.jl Public

    A comprehensive collection of 25+ recurrent neural network layers for Lux.jl

    Julia 10

  5. awesome-spectral-indices/SpectralIndices.jl awesome-spectral-indices/SpectralIndices.jl Public

    Access and computation of any spectral index in the Awesome Spectral Indices collection natively in Julia

    Julia 21 2

  6. CellularAutomata.jl CellularAutomata.jl Public

    Cellular automata creation and analysis tools

    Julia 25 1