Michael Cohen mcohen01
mcohen01
/ sp500_max_drawdown.py
Created
June 19, 2022 16:51
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| import pandas_datareader.data as web | |
| import pandas as pd | |
| import datetime as dt | |
| import matplotlib.pyplot as plt | |
| import seaborn as sns | |
| sns.set() | |
| def get_series(name, start, end): | |
| df = web.DataReader('^GSPC', 'yahoo', start=start, end=end)['Adj Close'] |
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| #!/usr/bin/env bash | |
| # ~/.macos — https://mths.be/macos | |
| # Close any open System Preferences panes, to prevent them from overriding | |
| # settings we’re about to change | |
| osascript -e 'tell application "System Preferences" to quit' | |
| # Ask for the administrator password upfront | |
| sudo -v |
mcohen01
/ cai2php.py
Created
January 17, 2021 16:13
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| def cai2php(lines): | |
| import re | |
| frames = [] | |
| current_frame = None | |
| for line in lines: | |
| line = str(line, 'utf-8') | |
| # first line of the frame text | |
| if re.match("^[0-9]+\.", line): | |
| current_frame = re.sub('^[0-9]+\.\s+', '', line.strip()) | |
| # end of the frame text |
mcohen01
/ covid_preprocessing.py
Last active
June 13, 2020 17:03
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| import math | |
| import os | |
| import numpy as np | |
| import pandas as pd | |
| import scipy.stats as stats | |
| import matplotlib.pyplot as plt | |
| import matplotlib.dates as mdates | |
| import us as us_states |
mcohen01
/ DailyNewCaseCounts.ipynb
Created
May 13, 2020 17:34
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| import json | |
| import requests as r | |
| import pprint | |
| import sys | |
| class Command: | |
| def __init__(self) -> None: | |
| self.headers = { |
mcohen01
/ hourly_ts_head.csv
Last active
November 5, 2019 15:00
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| 2018-12-17 00:00:00 | 22 | item1 | |
|---|---|---|---|
| 2018-12-17 01:00:00 | 26 | item1 | |
| 2018-12-17 02:00:00 | 23 | item1 | |
| 2018-12-17 03:00:00 | 25 | item1 | |
| 2018-12-17 04:00:00 | 201 | item1 |
mcohen01
/ hourly_ts.csv
Created
November 4, 2019 16:47
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| 2018-12-17 00:00:00 | 22 | item1 | |
|---|---|---|---|
| 2018-12-17 01:00:00 | 26 | item1 | |
| 2018-12-17 02:00:00 | 23 | item1 | |
| 2018-12-17 03:00:00 | 25 | item1 | |
| 2018-12-17 04:00:00 | 201 | item1 | |
| 2018-12-17 05:00:00 | 17 | item1 | |
| 2018-12-17 06:00:00 | 18 | item1 | |
| 2018-12-17 07:00:00 | 27 | item1 | |
| 2018-12-17 08:00:00 | 54 | item1 | |
| 2018-12-17 09:00:00 | 37 | item1 |
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| tar czf Downloads.tar.gz Downloads | |
| tar czf Sites.tar.gz Sites | |
| tar czf dots.tar.gz .aliases .aws .bash .bash_history .bash_profile .bash_prompt .bashrc .boto .config .curlrc .docker .dropbox .exports .gitconfig .gnupg .gsutil .hushlogin .inputrc .ipython .iterm2 .iterm2_shell_integration.bash .lein .mysql_history .profile .psql_history .sh_history .ssh .vim .viminfo .vimrc .vscode | |
| tar czf Postgresql.tar.gz /usr/local/var/postgres/ | |
| gsutil cp Downloads.tar.gz gs://mcohen01-backup | |
| gsutil cp Sites.tar.gz gs://mcohen01-backup | |
| gsutil cp dots.tar.gz gs://mcohen01-backup | |
| gsutil cp Postgresql.tar.gz gs://mcohen01-backup |
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| gcloud config set compute/zone us-central1-c | |
| gcloud compute instances create tpu-demo-vm --machine-type=n1-standard-4 --boot-disk-size=500GB --image-project=ml-images --image-family=tf-1-8 --scopes=cloud-platform | |
| gcloud beta compute tpus create demo-tpu --range=10.240.1.0/29 --version=1.13 --network=default | |
| gcloud compute ssh tpu-demo-vm | |
| export TPU_NAME="demo-tpu" |
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