The Intelligent Bitcoin Miner, Part II

Overview

The Intelligent Bitcoin Miner, Part II

At a Glance

This app simulates the behavior and profitability of Bitcoin miners for The Intelligent Bitcoin Miner Part II.

The code is divided into four main files: config.py, which sets user-adjustable parameters; constants.py, which sets hard-coded parameters; CMDataLoader.py, which fetches historical data from the Coin Metrics API; agents.py, which specifies agent behavior; generators.py, which generates agents according to specified distributions; Simulator.py, which specifies the behavior for a simulation run over one or several trials; and main.py, which runs simulations and outputs summary plots in /plots/.

For more information on the model parameters, please see the attached article or dive into the code!

We use historical price and hashrate data from Coin Metrics and rig price data from Hashrate Index and General Mining Research to seed our model.

Installing

This project requires python3 and virtualenv.

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

Running

python3 main.py

Afterword

Happy hashing!

Owner
Karim Helmy
Karim Helmy
A simple and secure password-based encryption & decryption algorithm based on hash functions, implemented solely based on python.

pyhcrypt A simple and secure password-based encryption & decryption algorithm based on hash functions, implemented solely based on python. Usage Pytho

Hongfei Xu 3 Feb 08, 2022
Highly decentralized and censorship-resistant way to store key data

Beacon coin Beacon coin is a Chia singelton coin that can store data that needs to be: always available censorship resistant versioned potentially imm

Sebastjan Trepca 24 Oct 04, 2022
A little side-project API for me to learn about Blockchain and Tokens

BlockChain API I built this little side project to learn more about Blockchain and Tokens. It might be maintained and implemented to other projects bu

Loïk Mallat 1 Nov 16, 2021
Basic Ethereum Miner Lib

EthMine ⛏ Basic Ethereum Miner Library. Developers can integrate this algorithm to mine blocks from their ethereum supported chain efficiently. Instal

Jaival Patel 1 Oct 30, 2021
The (Python-based) mining software required for the Nintendo Switch mining project.

ntgbtminer - Nintendo Switch edition This is a version of ntgbtminer that works with the Nintendo Switch bitcoin miner. ntgbtminer ntgbtminer is a no

4 Jun 03, 2021
Audits Python environments and dependency trees for known vulnerabilities

pip-audit pip-audit is a prototype tool for scanning Python environments for packages with known vulnerabilities. It uses the Python Packaging Advisor

Trail of Bits 701 Dec 28, 2022
PyCrypter , A Tool To Encrypt/Decrypt Text/Code With Ease And Safe Using Password !

PyCrypter PyCrypter , A Tool To Encrypt/Decrypt Text/Code With Ease And Safe Using Password ! Requirements pyfiglet And colorama Usage First Clone The

1 Nov 12, 2021
A crypto wallet to send bnb and ether coin using web3.py and moralis speedy node

A crypto wallet to send bnb and ether coin using web3.py and moralis speedy node

Ciscoquan 3 Aug 16, 2022
Crypto Portfolio Clustering with and without optimization techniques (elbow method, PCA).

Crypto Portfolio Clustering Crypto Portfolio Clustering with and without optimization techniques (elbow method, PCA). Analysis This is an anlysis of c

David L 0 Feb 18, 2022
ETHGreen blockchain is a fork from STAI and Chia blockchain including features implemented by Covid blockchain.

Welcome to ETHGreen Blockchain ETHGreen blockchain is a fork from STAI and Chia blockchain including features implemented by Covid blockchain. About t

11 Dec 23, 2022
A crypto bot that checks the price movement in the markets and creates buy and sell signals

Booter bot Purpose The purpose of this bot is to check the price fluctuations in a given market in binance and create the idealistic signals based on

2 Oct 09, 2022
Tool to compare smart contracts source code

smartdiffer Tool to compare smart contracts source code. Heavily relies on API of Etherscan and Diffchecker. Installation pip install smartdiffer API

Roman Moskalenko 23 Nov 16, 2022
This python module can analyse cryptocurrency news for any number of coins given and return a sentiment. Can be easily integrated with a Trading bot to keep an eye on the news.

Python script that analyses news headline or body sentiment and returns the overall media sentiment of any given coin. It can take multiple coins an

185 Dec 22, 2022
Atomkraft - Lightweight e2e testing for cosmos blockchains

Atomkraft End-to-end testing of Cosmos blockchains should be easy and reproducib

Informal Systems 57 Dec 16, 2022
Simple crypto & blockchain implementation written in Python

JaamoCoin - simple Python blockchain example This is a very simple blockchain example written in Python. Based on this tutorial: https://medium.com/co

Jaakko Alajoki 1 Jan 07, 2022
Bridge between L1 (Ethereum) and L2 (cheapETH)

The ETH chain and the cheapETH chain. We can assume the ETH chain has ~1000x more value than the cheapETH chain.

107 Oct 12, 2022
Quant & Systematic Crypto Research Tools

qsec Quant & Systematic Crypto Research Tools --WORK IN PROGRESS-- This repo is a collection of research tools to help in exploring and building sys

Darren Smith 3 Jul 12, 2022
Tutela: an Ethereum and Tornado Cash Anonymity Tool

Tutela: an Ethereum and Tornado Cash Anonymity Tool The repo contains open-source code for Tutela, an anonymity tool for Ethereum and Tornado Cash use

TutelaLabs 96 Dec 05, 2022
Python Cryptocurrency with stealth addresses

Python Cryptocurrency with stealth addresses. Goal is to have create a cryptocurency that hides transactions totally. I.E. Cant see ammount sent, to who, or from who.

3 Aug 04, 2022
Two modules that display rates of fiat currencies and cryptocurrencies

currency-rates-polybar Two modules that display rates of fiat currencies and cryptocurrencies Setup Clone the repository somewhere Move (or create sym

Peskov Sergey 2 Apr 03, 2022