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@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 512 62

  2. EnzymeAD/Reactant.jl EnzymeAD/Reactant.jl Public

    Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

    Julia 83 8

  3. 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 242 42

  4. 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

  5. torchgan/torchgan torchgan/torchgan Public

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

    Python 1.4k 169

  6. SciML/DeepEquilibriumNetworks.jl SciML/DeepEquilibriumNetworks.jl Public

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

    Julia 50 5