Chris Kamphuis chriskamphuis

Data Scientist @spinque, PhD from Radboud University, working on Information Retrieval

chriskamphuis / regression.py

Last active March 29, 2018 12:15

Lasso gives same output as ElasticNet

	import numpy as np
	import pandas as pd
	import seaborn as sns
	import matplotlib.pyplot as plt
	from sklearn.feature_extraction.text import CountVectorizer
	from sklearn.linear_model import Ridge, Lasso, ElasticNet as Elastic
	from sklearn.model_selection import KFold

	wine1 = pd.read_csv('wine1.csv')

chriskamphuis / Errormessage

Created December 14, 2016 16:40

Error message when running tests Pgmpy

	FAIL: test_test_conditional_independence_titanic (pgmpy.tests.test_estimators.test_BaseEstimator.TestBaseEstimator)
	----------------------------------------------------------------------
	Traceback (most recent call last):
	File "/home/chris/softw/pgmpy/pgmpy/tests/test_estimators/test_BaseEstimator.py", line 46, in test_test_conditional_independence_titanic
	(96.403283942888635, 4.1082315854166553e-13, True))
	AssertionError: Tuples differ: (96.403283942888621, 4.1082315854166846e-13, True) != (96.40328394288863, 4.1082315854166553e-13, True)

	First differing element 0:
	96.4032839429
	96.40328394288863

chriskamphuis / mnist.py

Created August 8, 2016 10:02 — forked from akesling/mnist.py

	import os
	import struct
	import numpy as np

	"""
	Loosely inspired by http://abel.ee.ucla.edu/cvxopt/_downloads/mnist.py
	which is GPL licensed.
	"""

	def read(dataset = "training", path = "."):