The coincidence of a book
Story My colleague told me about her time as a PhD student. This is about her professor. The students were…
kevin-tofu
kevin-tofu Coloring scatter points on graph based on indeces in matplotlib
import matplotlib.pyplot as plt import numpy as np import matplotlib as mpl data = np.random.rand(100, 2) indices = np.arange(data.shape[0]) norm…
Break in for loop in Bash
#!/bin/bash # ERRシグナルをキャッチしてエラーが発生したらループを抜ける trap 'break' ERR # リストの中の各要素に対して処理を行うforループ for item in item1 item2 item3 item4; do echo "Processing $item" #…
Put integer number on axis in plots with Matplotlib
import matplotlib.pyplot as plt import numpy as np # サンプルデータを生成 x = np.linspace(0, 10, 100) y = np.sin(x) # プロット…
How to use Property in Python
class TemperatureCelsius: def __init__(self, temperature=0): self._temperature = temperature @property def temperature(self) : float: print("Getting temperature") return self._temperature @temperature.setter def temperature(self,…
Multi-Objective Optimization Problem in BoTorch
About There are some of functions for multi-objective optimization in BoTorch as toy problem. They inherit MultiObjectiveTestProblem class below which…
Expected Hypervolume Improvement in BoTorch
About Understanding EHVI is quite complicated. So by following the BoTorch code and some papers, I will quickly see the…
How to define Interface, so called pure virtual function in Cpp
Implements pure virtual function in Interface Inherit the virtual class Usage
Cafe Tanaka, Chausson Aux Pommes
Chausson aux pommes is a traditional French pastry and one of my favorites menu on the Cafe Tanaka. In French,…
Optimize Gaussian Processes in BoTorch
About In BoTorch, there are 2 fitting functions are prepared, fit_gpytorch_mll / fit_fully_bayesian_model_nuts(https://botorch.org/api/fit.html). And there are some loss functions are…