Umaima umaimat

## understanding-word-vectors.ipynb

      
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                umaimat
                / understanding-word-vectors.ipynb
            
            
              Created
              May 25, 2019 07:07
                — forked from aparrish/understanding-word-vectors.ipynb
            
              
                Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
              
          
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## surprise_tutorial.py
import zipfile
from surprise import Reader, Dataset, SVD, evaluate

# Unzip ml-100k.zip
zipfile = zipfile.ZipFile('ml-100k.zip', 'r')
zipfile.extractall()
zipfile.close()

# Read data into an array of strings
with open('./ml-100k/u.data') as f:

## flask_logging_requests.py
#/usr/bin/python

# http://exploreflask.com/en/latest/views.html
# https://stackoverflow.com/questions/51691730/flask-middleware-for-specific-route
# https://dev.to/rhymes/logging-flask-requests-with-colors-and-structure--7g1

import logging
from logging.handlers import RotatingFileHandler
from flask import Flask, request, jsonify
from time import strftime

## log.py
import logging
import sys
from logging.handlers import TimedRotatingFileHandler

FORMATTER = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
LOG_FILE = "my_app.log"

def get_console_handler():
	console_handler = logging.StreamHandler(sys.stdout)
	console_handler.setFormatter(FORMATTER)

## my_linked_in_profile.json
{
	"public_identifier": "umaimatinwala",
	"profile_pic_url": "https://s3.us-west-000.backblazeb2.com/proxycurl/person/umaimatinwala/profile?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=0004d7f56a0400b0000000001%2F20230524%2Fus-west-000%2Fs3%2Faws4_request&X-Amz-Date=20230524T064146Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=426d44dd74effe5edf008ff4f6fab9da83343a6b4644f7d8918fd6ccd42781a4",
	"background_cover_image_url": null,
	"first_name": "Umaima",
	"last_name": "Tinwala(Surti)",
	"full_name": "Umaima Tinwala(Surti)",
	"follower_count": null,
	"occupation": "Solution Architect Consultant",
	"headline": "Solution Architect || Data Science Enthusiast || Learner || Mentor || Mother",
	import zipfile
	from surprise import Reader, Dataset, SVD, evaluate

	# Unzip ml-100k.zip
	zipfile = zipfile.ZipFile('ml-100k.zip', 'r')
	zipfile.extractall()
	zipfile.close()

	# Read data into an array of strings
	with open('./ml-100k/u.data') as f:
	#/usr/bin/python

	# http://exploreflask.com/en/latest/views.html
	# https://stackoverflow.com/questions/51691730/flask-middleware-for-specific-route
	# https://dev.to/rhymes/logging-flask-requests-with-colors-and-structure--7g1

	import logging
	from logging.handlers import RotatingFileHandler
	from flask import Flask, request, jsonify
	from time import strftime
	import logging
	import sys
	from logging.handlers import TimedRotatingFileHandler

	FORMATTER = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
	LOG_FILE = "my_app.log"

	def get_console_handler():
	console_handler = logging.StreamHandler(sys.stdout)
	console_handler.setFormatter(FORMATTER)
	{
	"public_identifier": "umaimatinwala",
	"profile_pic_url": "https://s3.us-west-000.backblazeb2.com/proxycurl/person/umaimatinwala/profile?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=0004d7f56a0400b0000000001%2F20230524%2Fus-west-000%2Fs3%2Faws4_request&X-Amz-Date=20230524T064146Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=426d44dd74effe5edf008ff4f6fab9da83343a6b4644f7d8918fd6ccd42781a4",
	"background_cover_image_url": null,
	"first_name": "Umaima",
	"last_name": "Tinwala(Surti)",
	"full_name": "Umaima Tinwala(Surti)",
	"follower_count": null,
	"occupation": "Solution Architect Consultant",
	"headline": "Solution Architect \|\| Data Science Enthusiast \|\| Learner \|\| Mentor \|\| Mother",