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…
kevin-tofu
kevin-tofu 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…
Review: EM algorithm
EM Steps in general Given the joint distribution p(X, Z) of observed variables and latent variables, parameterized by θ, maximization…
NOTE: The condition that MCMC can be used
TheMCMC defines transition probabilities that ensure convergence to the stationary distribution. So, what is “Stationary Distribution”? Stationary Distribution If a…
The difference between Metropolis-Hastings and Gibbs Sampling
As we can see in a article(https://eye.kohei-kevin.com/2024/04/20/review-map-mle-bayes-estimation/) (which I posted before), MCMC algorithms are used for do bayes estimation. Generally…
Double Loop in Python Comprehension
Implementation Add if statement
Probabilistic Distributions that you frequently come across
Stochastic Modeling To modeling data distributions, there are some useful Probabilistic Distributions are used. To summarize these distributions, I write…
Survey of Survey: Deep Learning for Cross-Domain Few-Shot VisualRecognition: A Survey
I found a paper that explains “Cross-Domain Few-Shot Learning” well. https://arxiv.org/abs/2303.08557 What is Cross-Domain Few-Shot? The Cross-Domain Few-Shot(CDFS) is one…
Review: MLE/MAP/Bayes Estimation
The difference Maximum Likelihood Estimation(MLE) Maximum A Posteriori Estimation(MAP) It is using bayes rule, however, since you are only considering…
Unitary Operator in QCNN, Qiskit
Conv Layer in Qiskit As we can see in Qiskit page(https://qiskit-community.github.io/qiskit-machine-learning/tutorials/11_quantum_convolutional_neural_networks.html), below Unitary transform is used as convolution layer in…