Crypto Signals is a command line tool that automates your crypto currency Technical Analysis (TA) and trading.
Track over 500 coins across Bittrex, Bitfinex, GDAX, Gemini and more!
Technical Analysis Automated:
- Relative Strength Index (RSI)
- Ichimoku Cloud (Leading Span A, Leading Span B, Conversion Line, Base Line)
- Simple Moving Average
- Exponential Moving Average
- Breakouts / Pumps
- MACD
Alerts:
- SMS via Twilio
- Slack
- Telegram
Features:
- Modular code for easy trading strategy implementation
- Easy install with Docker
You can build on top of this tool and implement algorithm trading and some machine learning models to experiment with predictive analysis.
Coming Soon:
- Automated buying/selling
- First make sure you have Docker installed
- Next, to create the docker image run
make buildin the root of the project directory. - Create a .env file which can be populated with settings in the format of OPTION=value which can be derived from the app/default-config.json file. For example if you want to change the how often it updates add SETTINGS_UPDATE_INTERVAL=600
- For lists of values separate them with commas. For instance if you want to use specific symbol pairs they are in the format of base_currency/quote_currency (i.e. SETTINGS_MARKET_PAIRS=BTC/ETH,BTC/USDT)
In the root directory run docker-compose run app or make build && make run --env-file=.env if you don't have docker-compose.
A behaviour is a functionality of the program that can be modified via the "selected_task" value in default-config.json. It current accepts three values: 'default', 'simple_bot', 'reporter', and 'server'.
"selected_task": "default"
This is the default behaviour of the bot. By default, it polls Bittrex (or any other exchange you configured) and reports the price analysis of each coin pair available. This currently consists of six indicators: Breakout, RSI, SMA, EMA, Ichimoku Cloud, and MACD. More will be added in future versions.
"selected_task": "simple_bot"
This is still in development. Do not use it.
"selected_task": "reporter"
This is still in development. Do not use it.
"selected_task": "server"
Forked from the Cryptocurrency Trading Bot Tutorial on: https://youtube.com/cryptocurrencytrading
This behaviour runs a flask server hosting a website allowing you to test different backtesting strategies on various sets of historical data.
If you haven't already, ensure you have changed the "selected_task" value from "default" to "server" in default-config.json.
Run docker-compose up in the root directory.
Now you're all set! Open up your favorite browser and navigate to http://localhost:5000/ and try it out.
First, you'll select the exchange and coin pair you want to test your strategy over.
"Capital" is the amount of BTC you want to start out with trading.
"Time Unit" is the duration of each point on the time series of historical data (1m, 5m, 30m, etc.).
"Stop Loss" is the percentage below each buy price that you will sell your position at. The smaller the stop loss, the less your risk. A value of 0 means no stop loss, i.e. you sell if and only if your sell conditions are true.
"Start Time" is the start date that your backtesting data will be grabbed from.
The middle panel on the website allows you to create customizable strategies to run over your historical data. You can choose from various indicators and select a comparision operator to compare the indicator on the left to another indicator or a number. The "value" field on the right can take either numbers (i.e. "30", "0.00034") or one of the suggested indicators from the dropdown (i.e. "RSI", "Current Price"). Any other inputs are invalid. This will be improved on in the future for better user experience.
There are two buttons below the buy and sell strategy fields. Clicking on the "+" button will add another condition to your strategy. Clicking on the "-" button will remove the most recently added condition. You may add as many of these as you want. As of right now, if multiple strategy conditions are present they will be evaluated conjunctively. In other words, if your "Buy When" conditions are
RSI < 40
Current Price < Moving Average (15 Period)
Then the bot will buy only when both conditions are true. The same applies for the sell conditions.
Green dots represent buy points. Red dots represent sell points. The blue line is the plot of historical closing prices, and the dotted yellow lines are Bollinger Bands. Moving averages will appear red and green, but this will be customizable later.
MACD plot, RSI plot
I am not your financial adviser, nor is this tool. Use this program as an educational tool, and nothing more. None of the contributors to this project are liable for any loses you may incur. Be wise and always do your own research.