$${y}_{ij}=f({x}_{i}^{\star })+\epsilon ,\,\,f \sim {{{\rm{GP}}}}(0,k),\,\,\epsilon \sim {{{\mathcal{N}}}}(0,{\sigma }^{2}),$$ (1) where \({x}_{i}^{\star }\) is the location of the ith sample, 𝜖 is the local
Using the Toolbox in your Open Source Code? If you are using the Toolbox in your open source code, feel free to add our badge to your readme! Simply copy the following [ using SDL2 and OpenGL for visualization - GitHub - ProkopHapala/SimpleSimulationEngine: minimalistic engine for physical simulations, numerical math and games
In addition, we also defined a reference signal region \({\mathcal{R}}\) at the periphery of the FOVPhase, wherein the average measured intensity across \({\mathcal{R}}\) is used as the reference signal \(R(\lambda )\) for normalizing the quantitative phase signal \({\left|{o}_...
The Math.NET Numerics library is implemented in the safe subset of C# language, which makes it very portable. The library runs on a wide range of platforms, including Microsoft .NET Framework (for developing web, server, and desktop applications), Silverlight (for developing rich client-side an...
The following code example shows this logic in the Numba CUDA kernel. @cuda.jit(device=True, fast_math=True) def computeRay(idx, dim): U = params.cam_u V = params.cam_v W = params.cam_w # Normalizing coordinates to [-1.0, 1.0] d = float32(2.0) * make_float2( float32(idx.x...
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Article MathSciNet Google Scholar Karaboga D (2010) Artificial bee colony algorithm. Scholarpedia 5(3):6915. https://doi.org/10.4249/scholarpedia.6915 Article Google Scholar Gharehchopogh FS (2022) An improved tunicate swarm algorithm with best-random mutation strategy for global optimization pr...
In math terms, and following the notation in the paper, the expression for the architecture without a deephead component can be formulated as:Where σ is the sigmoid function, 'W' are the weight matrices applied to the wide model and to the final activations of the deep models, 'a' are...