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Achievements

Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: QuickdrawAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Galaxy BrainAchievement: Pull Sharkx4Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: QuickdrawAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

Highlights

Organizations

@JuliaLang @JuliaLabs @SciML @FluxML @torchgan @LuxDL

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  1. LuxDL/Lux.jl LuxDL/Lux.jl Public

    Elegant and Performant Scientific Machine Learning in Julia

    Julia 509 63

  2. SciML/NonlinearSolve.jl SciML/NonlinearSolve.jl Public

    High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

    Julia 239 42

  3. fidler-lab/social-driving fidler-lab/social-driving Public

    Design multi-agent environments and simple reward functions such that social driving behavior emerges

    Python 135 23

  4. torchgan/torchgan torchgan/torchgan Public

    Research Framework for easy and efficient training of GANs based on Pytorch

    Python 1.4k 169

  5. SciML/DeepEquilibriumNetworks.jl SciML/DeepEquilibriumNetworks.jl Public

    Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

    Julia 50 5

  6. RegNeuralDE.jl RegNeuralDE.jl Public

    Official Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)

    Julia 27 4