Kevin Luk youonf

AI-Powered Algorithmic Trading with Python

ODSC London 2023 Half-Day Training

Dr. Yves J. Hilpisch
CEO The Python Quants | The AI Machine
Adjunct Professor of Computational Finance

	#Download required dataset / competition files to a folder of your choice
	!kaggle competitions download -c histopathologic-cancer-detection -p /content/gdrive/My\ Drive/kaggle/cancer

	#List datasets and competitions
	!kaggle datasets list
	!kaggle competitions list

	#Search for datasets and competitions by name
	!kaggle datasets list -s cancer
	!kaggle competitions list -s histopathologic-cancer-detection

	from google.colab import files
	files.upload() #this will prompt you to update the json

	!pip install -q kaggle
	!mkdir -p ~/.kaggle
	!cp kaggle.json ~/.kaggle/
	!ls ~/.kaggle
	!chmod 600 /root/.kaggle/kaggle.json # set permission

	#!/usr/bin/env python3
	# -- coding: utf-8 --
	"""
	Created on Thu Mar 29 09:57:55 2018

	@author: avsthiago
	"""

	from keras.preprocessing.image import ImageDataGenerator
	import numpy as np

	hashtag_list = ['travelblog', 'travelblogger', 'traveler']

	# prev_user_list = [] - if it's the first time you run it, use this line and comment the two below
	prev_user_list = pd.read_csv('20181203-224633_users_followed_list.csv', delimiter=',').iloc[:,1:2] # useful to build a user log
	prev_user_list = list(prev_user_list['0'])

	new_followed = []
	tag = -1
	followed = 0
	likes = 0

	from selenium import webdriver
	from selenium.webdriver.common.keys import Keys
	from time import sleep, strftime
	from random import randint
	import pandas as pd

	chromedriver_path = 'C:/Users/User/Downloads/chromedriver_win32/chromedriver.exe' # Change this to your own chromedriver path!
	webdriver = webdriver.Chrome(executable_path=chromedriver_path)
	sleep(2)
	webdriver.get('https://www.instagram.com/accounts/login/?source=auth_switcher')

	from google.colab import drive

	drive.mount('/content/gdrive')
	root_path = 'gdrive/My Drive/your_project_folder/' #change dir to your project folder