carlomazzaferro

// SPDX-License-Identifier: UNLICENSED
pragma solidity 0.6.12;
pragma experimental ABIEncoderV2;

import "@openzeppelin/contracts-upgradeable/proxy/Initializable.sol";
import "@openzeppelin/contracts-upgradeable/math/SafeMathUpgradeable.sol";
import "@openzeppelin/contracts-upgradeable/token/ERC20/ERC20Upgradeable.sol";

import "./external/compound/Comptroller.sol";
import "./external/compound/PriceOracle.sol";

carlomazzaferro

import sys
from types import ModuleType, FunctionType
from gc import get_referents

# Custom objects know their class.
# Function objects seem to know way too much, including modules.
# Exclude modules as well.
BLACKLIST = type, ModuleType, FunctionType

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from fbprophet import Prophet
import io
import requests


url = "https://raw.githubusercontent.com/facebook/prophet/master/examples/example_wp_log_peyton_manning.csv"
s = requests.get(url).content
df = pandas.read_csv(io.StringIO(s.decode('utf-8')))

m = Prophet()

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"""
This is particularly useful when using sphinx autodoc, when you have functions that share the same functionality 
(say a cli command that wraps a function) and you don't want to rewrite the docstrings for each of them. 
"""

def register_docstrings(parent=None):
    def doc_decorator(func):
        func.__doc__ = parent.__doc__ + func.__doc__ 
        return func
    return doc_decorator

carlomazzaferro

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

class Perceptron(object):

    def __init__(self, train, labels, learning_rate, iterations):

        self.train = train
        self.labels = labels

carlomazzaferro

def create_separate_lists(fasta_file):
    """
    Creates 2 lists from a fasta file
    :param fasta_file: file
    :return: one list for the IDs in the file and one list for the proteins/peptides in it
    """
    with open(fasta_file) as infile:
        all_list = []
        peptide = ""
        lines = infile.readlines()