Ridge Regression
About Ridge regression is a linear regression method that estimates weight parameters based on a nonlinear function basis. Note that…
May 2024
kevin-tofu Pick up a sample from Multivariate Gaussian Distribution
About Pick up a sample from Multi-Variant Gaussian Distribution is sometimes important for applications like Gaussian Process. Multivariate Gaussian Distribution…
Cholesky and QR Decomposition
Cholesky Decomposition A positive definite Hermite matrix is decompose to lower triangular matrix L and its conjugate transpose matrix L*.…
ESP32 cam image webserver
About The ESP32 is a very small, IoT-oriented electronic board. Not only is it compact and lightweight, making it easy…
Special Unitary Group SU(n)
About Special Unitary Group of degree (n) SU(n) refers to the n-dimensional case of the special unitary group, which plays…
Parameter-Shift Rule
About To optimize parameters, estimating gradients is quite important. Since the optimization is highly depending on gradient descent methods. In…
Specify CUDA Devices
CUDA_VISIBLE_DEVICES=0,1 bash run.sh
E: Could not get lock /var/lib/dpkg/lock-frontend.
Error Message Deal With Check Status Stop unattended Service Check and Remove the Lock This should be done with caution…
Explainable AI : GAUSSIAN PROCESS REGRESSION WITH LOCAL EXPLANATION
Reasoning the result from machine learning models is one of the most demanded task from business side since it is…