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from sklearn import svm, datasets
from sklearn.model_selection import StratifiedKFold
from sklearn.metrics import confusion_matrix, classification_report, RocCurveDisplay, ConfusionMatrixDisplay, auc
# Import some data to play with
iris = datasets.load_iris()
X = iris.data
y = iris.target
target_names = iris.target_names[:2]
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@diego898
diego898 / activations.py
Created October 30, 2020 23:24
misc plotting code for our NN discussion
fig = plt.figure(figsize=(30,10))
# loss/acc
ax11 = plt.subplot(241)
ax11.plot(range(len(epoch_loss)),np.array(epoch_loss));
ax11.set_title('Epoch loss')
ax21 = plt.subplot(245)
ax21.plot(range(len(epoch_acc)),np.array(epoch_acc));
ax21.set_title('Epoch acc')
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" ----------------------------------------------------------------------------
" GENERAL SETTINGS
" ----------------------------------------------------------------------------
scriptencoding utf-16 " allow emojis in vimrc
set encoding=utf-8 " necessery encoding for powerline
set nocompatible " vim, not vi
syntax on " syntax highlighting
filetype plugin indent on " try to recognize filetypes and load rel' plugins
let mapleader = ',' " set the mapleaders before mappings!
add-tex-command citep op
add-tex-command cref op
add-tex-command eqref op
dont-tex-check-comments
@diego898
diego898 / point-normal-plane-plot.py
Created March 13, 2018 17:45
python code to plot the point-normal version of a plane
import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D
%matplotlib inline
import seaborn as sns
# set normal vector, and point on plane
point = np.array([1, 2, 3])
normal = np.array([1, 1, 2])
@diego898
diego898 / latex_math_colors.tex
Last active August 21, 2024 17:27
Defining some nice colors for use in latex math. Some are from seaborn, others are from https://flatuicolors.com
% Load color package
\usepackage{xcolor}
% Define Seaborn colors
\definecolor{seabornBlue}{RGB}{76,114,176}
\definecolor{seabornGreen}{RGB}{85,168,104}
\definecolor{seabornRed}{RGB}{196,78,82}
% Define FLATUI colors
\definecolor{orangePumpkin}{RGB}{211,84,0}