universal-approximation-theorem

There are 0 repository under universal-approximation-theorem topic.

jbramburger / DataDrivenDynSyst
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
data-science dynamical-systems dynamic-mode-decomposition physics-informed-neural-networks machine-learning sindy-algorithm sindy autoencoder-neural-network autoencoder autoencoders conservation-laws extended-dynamic-mode-decomposition poincare-map stroboscopic-map time-delay forecasting kernel-methods neural-network universal-approximation-theorem physics-informed-learning
Language:Jupyter Notebook 66
Isaac-Somerville / Neural-Networks-for-Solving-Differential-Equations
Codebase for Master's dissertation in Mathematics at Durham University. Topic: applying neural networks to differential equations. Grade: 85/100.
automatic-differentiation burgers-equation curriculum-learning differential-equations durham-university mathematics neural-networks physics-informed-neural-networks python pytorch three-body-problem universal-approximation-theorem
Language:Python 6
mehulthakral / logic_detector
A Machine Learning based system to detect semantics in the form of semantic label and suggest optimized alternatives for Python and C++ function-based code snippet.Semantic Detection is language agnostic with accuracy above 95% while optimization with accuracy above 85% for both Python and C++.
semantic-detection deep-learning machine-learning universal-approximation-theorem naive-bayes-classifier machine-programming polynomial-regression code-optimization cyclomatic-complexity halstead-metrics time-profiling memory-profiling
Language:JavaScript 4