Posts

This post demonstrate how bootstrapping, a resample simulation method, can be helpful example I: estimating mean of a normal distribution this example shows how bootstrap can be used to improve statistic inference.

Single Value Decomposition (SVD) is a method to factorize or decompose a matrix. Let’s say we view $A$, a matrix whose dimension is $n\times{m}$, as a transform or mapping from $x$ which belongs to $R^n$ to $y$ which belongs to $R^m$, i.

check out our two presentions at MathWorks Automotives Conference 2022 about battery health (SOH) and state estimation (SOC) using cloud and on-device ML algorithms! Onboard Battery Pack State of Charge Estimation Using a Neural Network Trained with Cloud Data Developing Onboard SOH Estimation Using DVA and ICA for LFP Batteries

Reading some interesting summaries about model interpretability. Interpretable Machine Learning

The key to growth is the introduction of higher dimensions of consciousness into our awareness. -Laozi 玄之又玄, 众妙之门 -老子