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import torch
from torch import nn
from torchinterp1d import Interp1d

class InterpModule(nn.Module):
    def __init__(self, X, y):
        super().__init__()
        self.X = X
        self.y = y
        self.interp = Interp1d()

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# add this in the zshrc generated by oh-my-zsh

alias gs="git status"
alias gd="git diff"

#other aliases
# alias build_proj_a="bazel build //src/proj/a/..."

# use: git clone https://github.com/zsh-users/zsh-syntax-highlighting.git ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting to install zsh-syntax-highlighting plugin

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def setup_custom_logger(name):
    formatter = logging.Formatter(fmt='%(asctime)s - %(levelname)s - %(module)s - %(message)s')

    handler = logging.StreamHandler()
    handler.setFormatter(formatter)

    logger = logging.getLogger(name)
    logger.setLevel(logging.DEBUG)
    logger.addHandler(handler)
    return logger

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# pip3 install yfinance

from typing import Dict

def get_ticker_metadata(ticker: str) -> Dict[str, str]:
    """
    :param ticker: stock ticker
    :return: Dictionary containing some metadata
    """
    result = {"company_name": "not_found",

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def send_slack(something:str, channel:str) -> int:
    """
    Sends message to slack channel
    :param something: message
    :param channel: channel to post
    :return: response code
    """
    data = {
        'text': something,
        'icon_emoji': ':robot_face:',

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# https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.linregress.html
import numpy as np
from scipy import stats
import matplotlib.pyplot as plt

x = np.array([1,2,3])
linregress(np.arange(len(x)), x)
slope, intercept, r_value, p_value, std_err = stats.linregress(np.arange(len(x)), x)

#plot

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import requests

import time


def getUrl(symbol):
    now = int(time.time())
    return "https://query1.finance.yahoo.com/v8/finance/chart/{}?symbol={}&period1={}&period2={}&interval=1m&includePrePost=true&lang=en-US&region=US&corsDomain=finance.yahoo.com".format(symbol, symbol, now-20*60, now)

def main():

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# Library not loaded: /usr/local/lib/libmysqlclient.18.dylib

sudo ln -s  /usr/local/Cellar/mysql/8.0.11/lib/libmysqlclient.dylib /usr/local/lib/libmysqlclient.18.dylib

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\usepackage{listings}
\usepackage{color}

\definecolor{dkgreen}{rgb}{0,0.6,0}
\definecolor{gray}{rgb}{0.5,0.5,0.5}
\definecolor{mauve}{rgb}{0.58,0,0.82}

\lstset{frame=tb,
  language=Java,
  aboveskip=3mm,

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\documentclass{article}

\usepackage{listings}
\usepackage[dvipsnames,table,xcdraw]{xcolor}

\definecolor{dkgreen}{rgb}{0,0.6,0}
\definecolor{gray}{rgb}{0.5,0.5,0.5}
\definecolor{mauve}{rgb}{0.58,0,0.82}

\lstset{language=Matlab,%