Zeyu Zhang hellozeyu

hellozeyu / OOP.py

Last active January 26, 2024 17:31

	import numpy as np
	import pygame

	pygame.init()

	WIDTH, HEIGHT = 400, 600
	SCREEN = pygame.display.set_mode((WIDTH,HEIGHT))
	GameOn = True
	CLOCK = pygame.time.Clock()
	FRAMERATE = 60

hellozeyu / Hackathon Proposal.ipynb

Last active October 23, 2020 19:08

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hellozeyu / stacking.py

Created July 7, 2019 14:25

stacking for kaggle competition

	import numpy as np
	from sklearn.model_selection import KFold
	from sklearn.metrics import mean_squared_error
	from sklearn.base import clone

	def transformer(y, func=None):
	"""Transforms target variable and prediction"""
	if func is None:
	return y
	else:

hellozeyu / preprocess.py

Created July 7, 2019 14:24

preprocess the data before fitting the model

	# Idea borrowed from this script: https://www.kaggle.com/serigne/stacked-regressions-top-4-on-leaderboard


	def impute(all_data):

	# PoolQC : data description says NA means "No Pool". That make sense, given the huge ratio of missing value (+99%) and majority of houses have no Pool at all in general.
	all_data["PoolQC"] = all_data["PoolQC"].fillna("None")

	# MiscFeature : data description says NA means "no misc feature"
	all_data["MiscFeature"] = all_data["MiscFeature"].fillna("None")

hellozeyu / restore_packages.R

Created October 27, 2017 15:17 — forked from arne-cl/restore_packages.R

save/load/install a list of your currently installed R packages

	# restore_packages.R
	#
	# installs each package from the stored list of packages
	# source: http://hlplab.wordpress.com/2012/06/01/transferring-installed-packages-between-different-installations-of-r/

	load("~/installed_packages.rda")

	for (count in 1:length(installedpackages)) {
	install.packages(installedpackages[count])
	}