mempirate

# Visualizing the test set results
plt.figure(figsize = (12, 6))
plt.scatter(X_test, y_test, alpha = 0.4, label = 'Observation Points')
plt.plot(X_train, regressor.predict(X_train), color = 'green', lw = 0.7, alpha = 0.8, label = 'Best Fit Line')
plt.title('Linear Regression (Test Set)')
plt.xlabel('Years of Experience')
plt.ylabel('Salary')
plt.legend()

mempirate

new_prediction = regressor.predict(1.5)

mempirate

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from logbook import Logger
from math import floor, ceil

from catalyst import run_algorithm
from catalyst.api import order_target_percent, record, symbol
from catalyst.exchange.utils.stats_utils import extract_transactions

mempirate

def initialize(context):

    context.asset = symbol("btc_usd")
    context.i = 0

    context.base_price = None

mempirate

def handle_data(context, data):

    RSI_periods = 14

    context.i += 1
    if context.i < RSI_periods:
        return

    RSI_data = data.history(context.asset,
                            "price",

mempirate

if __name__ == "__main__":
    run_algorithm(
            capital_base = 1000,
            data_frequency = "minute",
            initialize = initialize,
            handle_data = handle_data,
            analyze = analyze,
            exchange_name = "bitfinex",
            algo_namespace = NAMESPACE,
            base_currency= "usd",

mempirate

const Web3 = require('web3');

class TransactionChecker {
    web3;
    account;

    constructor(projectId, account) {
        this.web3 = new Web3(new Web3.providers.HttpProvider('https://rinkeby.infura.io/v3/' + projectId));
        this.account = account.toLowerCase();
    }

mempirate

const Web3 = require('web3');

class TransactionChecker {
    web3;
    web3ws;
    account;
    subscription;

    constructor(projectId, account) {
        this.web3ws = new Web3(new Web3.providers.WebsocketProvider('wss://rinkeby.infura.io/ws/v3/' + projectId));

mempirate

'use strict'

module.exports = Web3 => {
    const provider = new Web3.providers.HttpProvider('https://rinkeby.infura.io/v3/YOUR_INFURA_API_KEY_HERE')
    return new Web3(provider)
}

mempirate

'use strict'

module.exports = web3 => {
    const account = 'YOUR_ETH_ADDRESS'.toLowerCase()

    return async function checkLastBlock() {
        let block = await web3.eth.getBlock('latest')
        console.log(`[*] Searching block ${ block.number }...`)
        if (block && block.transactions) {
            for (let txHash of block.transactions) {