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

   Elegant and Performant Scientific Machine Learning in Julia

   Julia 514 63

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 86 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 243 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