Pablo Marcos-Manchón pablomm

Examples of fda.registration

D3 interactive plot based in the Numberphile video 'The Golden Ratio(why it is so irrational)'

The result is on bl.ocks. Enjoy it!

	import torch
	from diffusers import StableDiffusionImg2ImgPipeline
	from ovam import StableDiffusionHooker
	from ovam.utils import set_seed
	import requests
	from io import BytesIO
	import matplotlib.pyplot as plt
	from PIL import Image

	device = "cuda"

	from typing import Union

	import pandas as pd

	# Load dataset with codes order by probability
	URL = ('https://gist.githubusercontent.com/pablomm/'
	'99cb95ddf65a1001a3c98312418254a0/raw/'
	'259deec38e3e1e3da72d2f6b8de8c0690b4d28f7/'
	'gistfile1.txt')

	"""
	Outlier detection with Local Outlier Factor
	===========================================

	Shows the use of the Local Outlier Factor to detect outliers in the octane
	dataset.
	"""

	# Author: Pablo Marcos Manchón
	# License: MIT

	library(fda)
	library(fda.usc)

	# Random data and labels
	data("growth")

	girls_data <- t(matrix(growth$hgtf, 31, 54))
	boys_data <- t(matrix(growth$hgtm, 31, 39))
	ages <- growth$age
	girls <- fdata(girls_data, ages)