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!

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Comments
  • The application was unable to start correctly (0xc0000142)

    The application was unable to start correctly (0xc0000142)

    Running on Win 11, Intel i7 10870H : 2.21GHz, venv with all requirements satisfied, Python 3.8.8

    main.py breaks with unknown errors (stack trace comes back empty) and produces the error "The application was unable to start correctly (0xc0000142)". Anyone seen this issue before?

    opened by edeltobi 1
  • too many simultaneous opened files

    too many simultaneous opened files

    I'm on Intel macOS and my shells limit on simultaneously opened files was too low (256).

    I changed this to 4096 with, as per https://github.com/jupyterlab/jupyterlab/issues/6727#issuecomment-506925806

    ulimit -n 4096

    Add this to the readme? Not sure what environment this is typically ran in.

    opened by matthiasdebernardini 0
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