| import requests | |
| import time | |
| import os | |
| import sys | |
| import openai | |
| import tiktoken | |
| from termcolor import colored | |
| openai.api_key = open(os.path.expanduser('~/.openai')).read().strip() |
| import torch | |
| from collections import Counter | |
| from iou import intersection_over_union | |
| def mean_average_precision( | |
| pred_boxes, true_boxes, iou_threshold=0.5, box_format="midpoint", num_classes=20 | |
| ): | |
| """ | |
| Calculates mean average precision |
If you are on a Mac, substitute command for control. Don't type the + (it means press both keys at once).
Shift + Enter run selected cell or cells - if no cells below, insert a code cell below
Ctrl + B toggle hide/show left sidebar
Ctrl + S save and checkpoint
Ctrl + Shift + S save as
| """ | |
| Assuming our CSV file (employee_birthday.csv) has the contents of | |
| name,department,birthday month | |
| John Smith,Accounting,November | |
| Erica Meyers,IT,March | |
| """ | |
| # Reading CSV Files with csv |
| #!/usr/bin/env bash | |
| # ---------------------------- INSTALL NOTES ---------------------------- | |
| # To properly setup the AWS CLI, make sure that this shell script is run with the two required positional args: | |
| # $1 :: (string) AWS Access Key ID | |
| # $2 :: (string) AWS Secret Key | |
| # | |
| # Also make sure to give the script permission to run!: | |
| # chmod 755 /home/ec2-user/install.sh | |
| # |
| ## python 3.7 install | |
| -> sudo apt update | |
| -> sudo apt install build-essential zlib1g-dev libncurses5-dev libgdbm-dev libnss3-dev libssl-dev libreadline-dev libffi-dev wget | |
| -> sudo apt install software-properties-common | |
| -> sudo add-apt-repository ppa:deadsnakes/ppa | |
| -> sudo apt update | |
| -> sudo apt install python3.7 | |
| -> python3.7 --version | |
| ## pip3 install |
| {0: u'__background__', | |
| 1: u'person', | |
| 2: u'bicycle', | |
| 3: u'car', | |
| 4: u'motorcycle', | |
| 5: u'airplane', | |
| 6: u'bus', | |
| 7: u'train', | |
| 8: u'truck', | |
| 9: u'boat', |
| package main | |
| import ( | |
| "fmt" | |
| "sort" | |
| "time" | |
| ) | |
| type reviews_data struct { | |
| review_id string |
| from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter | |
| from pdfminer.converter import TextConverter, XMLConverter, HTMLConverter | |
| from pdfminer.layout import LAParams | |
| from pdfminer.pdfpage import PDFPage | |
| from io import BytesIO | |
| def convert_pdf(path, format='text', codec='utf-8', password=''): | |
| rsrcmgr = PDFResourceManager() | |
| retstr = BytesIO() | |
| laparams = LAParams() |