convergence-rate

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dennist26 / cahn-hilliard-tumour-fenics

A Finite Element Approximation of a Cahn--Hilliard Tumour Model with FEniCS, by Dennis Trautwein (2020).

mathematical-modelling fenics finite-element-methods cahn-hilliard chemotaxis diffuse-interface-method tumour-growth convergence-rate phase-field-method

Updated Oct 11, 2020
Python

EliaFantini / ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison

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Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape

python machine-learning deep-learning pytorch cosine-similarity t-sne optimization-algorithms first-order-methods amsgrad optimizers convergence-analysis convergence-rate cnn-filters zero-order-methods zero-order-adammm first-order-adamm minima-analysis zo-sgd

Updated Sep 25, 2022
Jupyter Notebook

dreamchef / numerical-analysis-methods

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Collection of methods for numerical analysis and scientific computing, including numerical root-finders, numerical integration, linear algebra, and data visualization. Created for APPM4600 at CU Boulder.

optimization root-finding scientific-computing numerical-methods numerical-analysis newton-raphson numerical-solver newtons-method newton-method root-finding-methods numerical-analysis-algorithms fixed-point-iteration bisection-method order-of-convergence numerical-analysis-methods convergence-analysis convergence-rate root-finding-algorithms fixed-point-method

Updated Apr 9, 2024
Jupyter Notebook

gt-coar / Q-Learning-LFA

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Chen, Z., Zhang, S., Doan, T. T., Clarke, J. P., & Maguluri, S. T. (2019). Finite-sample analysis of nonlinear stochastic approximation with applications in reinforcement learning.

q-learning convergence linear-function-approximation convergence-rate