Loka satrialoka

ML learner.

satrialoka / useful.py

Created April 2, 2025 14:19

useful python stuff


	# Timer #############################################################################
	import time

	class Timer:
	"""
	A simple context manager for timing code execution.

	Usage:
	with Timer() as t:

satrialoka / .vimrc

Last active October 4, 2024 10:48

.vimrc

	" A very minimal vimrc config for use in remote servers
	" Loka 2024

	" Enable line numbers
	set number
	set relativenumber

	" Enable syntax highlighting
	syntax on

satrialoka / cmaes.py

Created July 3, 2023 13:53

CMAES trieste acquisition optimizer

	from __future__ import annotations

	"""
	usage:
	pip install cmaes
	https://pypi.org/project/cmaes/
	"""


	from typing import Any, List, Optional, Tuple, Union

satrialoka / non_dominated_sort.py

Last active October 23, 2020 22:00

non_dominated_sort gpflowopt tensorflow port

	# %%
	import numpy as np
	import matplotlib.pyplot as plt
	import tensorflow as tf

	def non_dominated_sort(objectives):
	"""
	Computes the non-dominated set for a set of data points
	:param objectives: data points
	:return: tuple of the non-dominated set and the degree of dominance,

satrialoka / LatinHyperCubeDesign.py

Created April 29, 2020 07:15

Latin Hypercube design from gpflowopt

	import numpy as np
	from scipy.spatial.distance import cdist, pdist

	class LatinHyperCube():
	"""
	*copied from gpflowopt design*

	Latin hypercube with optimized minimal distance between points.
	Created with the Translational Propagation algorithm to avoid lengthy generation procedures.
	For dimensions smaller or equal to 6, this algorithm finds the quasi-optimal LHD with overwhelming probability.

satrialoka / tmux_local_install.sh

Created January 8, 2020 09:14 — forked from ryin/tmux_local_install.sh

bash script for installing tmux without root access

	#!/bin/bash

	# Script for installing tmux on systems where you don't have root access.
	# tmux will be installed in $HOME/local/bin.
	# It's assumed that wget and a C/C++ compiler are installed.

	# exit on error
	set -e

	TMUX_VERSION=1.8

satrialoka / tmux-cheatsheet.markdown

Created December 25, 2019 09:52 — forked from MohamedAlaa/tmux-cheatsheet.markdown

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

satrialoka / hilbertcurve.py

Last active March 27, 2018 13:28

Hilbert Space Filling Curve Implementation in Python

	#!/usr/bin/env python3
	# -- coding: utf-8 --
	"""
	first try to implement hilbert curve
	Created on Thu Mar 1 12:27:38 2018
	source : https://en.wikipedia.org/wiki/Hilbert_curve
	@author: lokasatria
	"""
	import numpy as np
	import math