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Massachusetts Institute of Technology
- Cambridge, MA
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19:44
(UTC -07:00) - https://avik-pal.github.io
- @avikpal1410
Highlights
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LuxDL/Lux.jl
LuxDL/Lux.jl PublicElegant & Performant Scientific Machine Learning in Julia
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SciML/NonlinearSolve.jl
SciML/NonlinearSolve.jl PublicHigh-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
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fidler-lab/social-driving
fidler-lab/social-driving PublicDesign multi-agent environments and simple reward functions such that social driving behavior emerges
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torchgan/torchgan
torchgan/torchgan PublicResearch Framework for easy and efficient training of GANs based on Pytorch
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SciML/DeepEquilibriumNetworks.jl
SciML/DeepEquilibriumNetworks.jl PublicImplicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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RegNeuralDE.jl
RegNeuralDE.jl PublicOfficial Implementation of "Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics" (ICML 2021)
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