MoniGoMani

<p align="center"> <img src="https://repository-images.githubusercontent.com/352191040/43a50e00-ab61-11eb-92c9-fb91d458e8af" alt="MoniGoMani" height="250" /> </p> <p align="center" style="font-family: 'Segoe Script'"> <i><b style="font-size: 2em;">MoniGoMani</b><br>Freqtrade Framework & Strategy</i> </p> <p align="center"> <a href="https://matrix.to/#/+moni-go-mani:matrix.org"> <img src="https://img.shields.io/matrix/MoniGoMani-Testing:matrix.org?label=Matrix%20Community&logo=matrix" alt="Join MoniGoMani on Matrix"> </a> <a href="https://discord.gg/xFZ9bB6vEz"> <img src="https://img.shields.io/discord/819237123009150977?label=Discord%20Server&logo=discord" alt="Join MoniGoMani on Discord"> </a> <a href="https://github.com/Rikj000/MoniGoMani/releases"> <img src="https://img.shields.io/github/downloads/Rikj000/MoniGoMani/total?label=Total%20Downloads&logo=github" alt="Total Releases Downloaded from GitHub"> </a> <a href="https://github.com/Rikj000/MoniGoMani/releases/latest"> <img src="https://img.shields.io/github/v/release/Rikj000/MoniGoMani?include_prereleases&label=Latest%20Release&logo=github" alt="Latest Official Release on GitHub"> </a> <br> <a href="https://github.com/Rikj000/MoniGoMani/blob/development/LICENSE"> <img src="https://img.shields.io/github/license/Rikj000/MoniGoMani?label=License&logo=gnu" alt="GNU General Public License"> </a> <a href="https://monigomani.readthedocs.io/"> <img src="https://img.shields.io/badge/Docs-MoniGoMani-blue?logo=libreoffice&logoColor=white" alt="The current place where you can find all MoniGoMani Documentation!"> </a> <a href="https://www.freqtrade.io/en/latest/"> <img src="https://img.shields.io/badge/Trading%20Bot-Freqtrade-blue?logo=probot&logoColor=white" alt="Freqtrade - The open source crypto day-trading bot"> </a> <a href="https://www.iconomi.com/register?ref=zQQPK"> <img src="https://img.shields.io/badge/Join-ICONOMI-blue?logo=bitcoin&logoColor=white" alt="ICONOMI - The world’s largest crypto strategy provider"> </a> </p> <p align="center"> <table> <tbody> <td align="center"> <br><b>⚠️ Warning: Pre-release / Experimental ⚠️</b><br><sub> It's <b>not recommended</b> to use this strategy <b>live</b> already, due to it still being under heavy development!<br> If you'd like to see this project progress faster then please help out where you can <a href="https://github.com/Rikj000/MoniGoMani/issues">here</a>! <br><img width=1000><br> <b>Recommended Freqtrade version: <a href="https://github.com/freqtrade/freqtrade/releases/tag/2021.11">2021.11</a></b> <br><br> </td> </tbody> </table> </p>

Motivation

Isn't that what we all want? Our money to go many? Well that's what this Freqtrade Framework & Strategy hopes to do for you "easily", in any market!

Big thank you to xmatthias and everyone who helped on MoniGoMani, Freqtrade Discord support was also really helpful, so thank you as-well!

If you like my work, feel free to donate or use one of my referral links, that would also greatly be appreciated:

<p align=center> <a href="https://www.iconomi.com/register?ref=zQQPK"> <img src="https://img.shields.io/badge/Join-ICONOMI-blue?logo=bitcoin&logoColor=white" alt="ICONOMI - The world’s largest crypto strategy provider"> </a> <a href="https://www.binance.com/en/register?ref=97611461"> <img src="https://img.shields.io/badge/Join-BINANCE-yellow?logo=bitcoin&logoColor=white" alt="Binance - The world’s largest crypto exchange"> </a> <a href="https://en.cryptobadges.io/donate/19LL2LCMZo4bHJgy15q1Z1bfe7mV4bfoWK"> <img src="https://en.cryptobadges.io/badge/micro/19LL2LCMZo4bHJgy15q1Z1bfe7mV4bfoWK" alt="Donate Bitcoin"> </a> <a href="https://www.buymeacoffee.com/Rikj000"> <img src="https://img.shields.io/badge/-Buy%20me%20a%20Coffee!-FFDD00?logo=buy-me-a-coffee&logoColor=black" alt="Buy me a Coffee as a way to sponsor this project!"> </a> </p>

⚠️ Disclaimer

• This Framework & Strategy are still experimental and under heavy development. It is not recommended running it live at this moment.
• Always make sure to understand & test your MoniGoMani configuration until you trust it, before even thinking about going live!
• I am in no way responsible for your live results! You are always responsible for your own MoniGoMani configuration!
• MoniGoMani should always be re-optimized after doing manual changes!
• You need to optimized your own copy of MoniGoMani while thinking logically, don't follow your computer blindly!

<hr>

Table of Contents

• Motivation
• ⚠️ Disclaimer
• Table of Contents
• The Idea & Theory
• Feature List
• Getting Started
• Got Test Results - Ideas - Config Improvements?
• Planned
• ChangeLog
• Freqtrade
  • Supported Exchanges
• ICONOMI
  • Recommended ICONOMI Strategies

The Idea & Theory

MoniGoMani is more than just a conventional strategy, it's a Framework that aims to help you "easily" find a profitable strategy configuration in any market through our partially automated optimization process! Without the need to do any more real programming! 🚀

However, you will need to know about BackTesting-Traps and some Technical Analysis, to be able to tell if the MGM setup *HyperOpt found over the tested timerange is valid or not, this is not just an easy copy/paste!

MGM (MoniGoMani) derives itself from other strategies by its use of something I called weighted signals. Each signal has its own weight allocated to it & a total buy/sell signal needed is defined too. MGM will loop through all signals, if they trigger it will add up the weight and eventually it will check if it's bigger than what's needed in total over a candle lookback window (to take previous signals into consideration). If the grand total of the sum of weighted signals is bigger then what is required it will buy/sell.

An interface has been implemented so the indicators and weighted signals used by MGM can easily be tweaked in just a few lines of code! 🎉

The beauty lies in using MGM in combination with HyperOpting. Most of the parameters in MGM have been made HyperOptable thus it can be used to find an "ideal" weight division and setting configuration for you in any kind of market that that represents the data upon which you test. It will also teach us what works where & what doesn't since MoniGoMani first detects Downwards/Sideways/Upwards trends and then does all the above individually for each kind of trend (Creating basically 3 individual strategies in 1, for each kind of trend one).

Further it has an embedded Open Trade Unclogger which will do various HyperOptable checks upon the open trades to see if there are "bad" ones to quickly unclog at small losses, so it can continue on the hunt for good trades more rapidly! 🚀

*HyperOpting: A form of machine learning where you BackTest a lot of times to find the most ideal values)

Feature List

• mgm-hurry - A custom CLI tool to make using MoniGoMani & Freqtrade much easier!
• Partially Automated Optimization Process
• All HyperOpt Results can easily be applied and removed with the use of mgm-hurry
• Configurable Buy/Sell Signal Weight Influence Tables for Downwards/Sideways/Upwards trends, each table currently has 8 Buy & 8 Sell signals implemented (HyperOptable!):
  • MACD
  • MFI
  • Parabolic SAR Cross
  • SMA Short Death/Golden Cross
  • SMA Long Death/Golden Cross
  • Stochastic
  • TEMA
  • VWAP Cross
• Weighted Signal Interface to easily change the weighted signals being used
• Configurable Total Buy/Sell Signal Percentages for Downwards/Sideways/Upwards trends (HyperOptable!)
• Configurable LookBack Windows for Total Buy/Sell Signal Percentages for Downwards/Sideways/Upwards trends (HyperOptable!)
• Configurable Signal Triggers Needed within their respective LookBack Windows for Downwards/Sideways/Upwards trends (HyperOptable!)
• Configurable [Trading During Trends](https://monigomani.readthedocs.io/Docs-MoniGoMani/#tradin