Vitality LearningFast Marching with Higher Order DerivativesThis post is a short one and follows Escaping the maze: the Eikonal Equation unveiled, A numerical solution to the 1D eikonal equation and…Nov 4
Carlos ZarzarNon-linear growth models: Addressing Parameter Underestimation in Limited Data with Nonlinear…Bayesian Hierarchical Approaches using STAN language applied in Aquaculture dataMay 18
RomanilicReproducing: “Data-driven discovery of coordinates and governing equations”Towards quantitative descriptions of unkown data-rich modelsApr 14Apr 14
InTowards Data SciencebyRukshan PramodithaTrain a regression model using a decision treeFor complex nonlinear dataOct 26, 2020Oct 26, 2020
Prasan N HGeneralized Additive Models (GAMs)Linear regression has long been a trusted ally, offering insights through a linear combination of predictors. Yet, what if the underlying…Dec 27, 2023Dec 27, 2023
Vitality LearningFast Marching with Higher Order DerivativesThis post is a short one and follows Escaping the maze: the Eikonal Equation unveiled, A numerical solution to the 1D eikonal equation and…Nov 4
Carlos ZarzarNon-linear growth models: Addressing Parameter Underestimation in Limited Data with Nonlinear…Bayesian Hierarchical Approaches using STAN language applied in Aquaculture dataMay 18
RomanilicReproducing: “Data-driven discovery of coordinates and governing equations”Towards quantitative descriptions of unkown data-rich modelsApr 14
InTowards Data SciencebyRukshan PramodithaTrain a regression model using a decision treeFor complex nonlinear dataOct 26, 2020
Prasan N HGeneralized Additive Models (GAMs)Linear regression has long been a trusted ally, offering insights through a linear combination of predictors. Yet, what if the underlying…Dec 27, 2023
Upendra VijayNonlinearity in Datalinear regression model assumes a linear relationship between the response and predictor variables. But in some cases, the true…Feb 14, 2023
Prabhakaran DhanapalanHands On Understanding of the power of Neural NetworkNeural Network is always a Blackbox to even seasoned professional or a computer science graduate. No matter how many theoretical courses we…Dec 22, 2023
InTowards Data SciencebyAdam WattsPyMC3 and Bayesian inference for Parameter Uncertainty Quantification Towards Non-Linear Models…In part 2 of this series, we are going to dive right into PyMC3 and learn how to apply it for uncertainty quantification (UQ) towards a…Jun 4, 2020
