The difference between Kernel PCA and GPLVM
About The Kernel PCA and the GPLVM, both are using Kernel function and the purpose of these are almost same,…
kevin-tofu
kevin-tofu Focal Loss, Implementation in PyTorch
About https://arxiv.org/abs/1708.02002 The Focal Loss is a loss function designed to solve class imbalance problems, especially when some classes appear…
Shutdown Linux Computer after you leave
About I will take a leave before regular time today. To enjoy summer vacation earlier than the other employees, what…
Parallel Bayesian Optimization of Multiple NoisyObjectives with Expected Hypervolume Improvement
qNoisyExpectedHypervolumeImprovement https://botorch.org/tutorials/multi_objective_bo https://botorch.org/docs/multi_objective https://arxiv.org/abs/2310.20708 https://arxiv.org/abs/2105.08195 https://proceedings.neurips.cc/paper/2021/hash/11704817e347269b7254e744b5e22dac-Abstract.html
Basic Structure of Multipart/Form-Data
About Understanding of Http Request structure would help you to implement code. For example, It lets you know how to…
ESP32 Post an Image to http server as client
About In the former article (https://eye.kohei-kevin.com/2024/05/24/esp32-cam-image-webserver/), I wrote the code to enable the ESP32 to function as an HTTP server,…
How BoTorch handles categorical and contentious variables input simultaniously
About Basically, contentious variables are inputted to Gaussian process model because this is Gaussian model. But Is it possible to…
Multi-Task Gaussian Process
About Multi-Output(MOGP) and Multi-Task(MTGP) In BoTorch document, it mentions that the multi-task and multi-output gaussian processes are difference. The MOGP…
The usage of getattr from module in Python
import GPy # the name of kernel kernel_name = 'Matern32' # get class from module kernel_class = getattr(GPy.kern, kernel_name) #…
Post all files to specified directory via FTP using ftplib Python
import os import ftplib import glob import config from logging import getLogger, StreamHandler, Formatter, DEBUG, INFO logger = getLogger("FTP-client") logger.setLevel(INFO)…