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Thermodynamics in Business: Energy Gradients

https://sudonull.com/thermodynamics-in-business-energy-gradients

How thermodynamics explains business as an energy channel. Methods for finding gradients for ideas. Application to IT projects and self-analysis. Read for new approaches.

Galaxy Archaeology: Oxygen Gradients NGC 1365

https://sudonull.com/galaxy-archaeology-oxygen-gradients-ngc-1365

Learn how chemical archaeology and Illustris TNG revealed the growth history of the spiral galaxy NGC 1365. Detailed O/H maps, merger stages. For astronomers and astrophysicists.

CMA-ES in Optuna: hyperparameter optimization without gradients

https://sudonull.com/cma-es-in-optuna-hyperparameter-optimization-without-gradients

Step-by-step breakdown of CMA-ES — an evolutionary algorithm for hyperparameter selection. How step adaptation and covariance matrix work. Examples and recommendations.

FEM Calculation of Rods on Node.js React Three.js

https://sudonull.com/fem-calculation-of-rods-on-node-js-react-three-js

Implement cloud calculation of spatial rods using the finite element method on JS stack. Euler-Bernoulli model, diagram shaders, SLAE by gradients. For middle/senior dev. Study the code and formulas.

Gradient Descent and Backpropagation in Neural Networks: CUDA/C++

https://sudonull.com/gradient-descent-and-backpropagation-in-neural-networks-cuda-c

Deep dive into gradient descent and backpropagation. Implementation of neural network training algorithms from scratch on CUDA/C++ for MNIST. Detailed breakdown of mathematics and code.

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