Neat Trading Bot

Crypto trading bot using genetic algorithm (NEAT).

WARNING : It's an experimental project and I don't advice you to test it with real money. Some of the features doesn't work yet and it needs to be testing.

Usage

Generate the data

npm run data

Run the training

npm run build:test
npm run train

Run a backtest

npm run build:test
npm run test

Run the bot in production mode

npm run build:prod
npm start 

Generation of the historical data for the training

1. Download the data for your currencies at https://www.cryptodatadownload.com/data/binance/ with the timeframe 1m and move the files to the folder named dataat the root of the project. Delete for each file the first line and tap the command npm run data to generate your historical data on multiple time frames (1m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d).
2. When the data are ready, update the json file config.json as you want to configure the genetic algorithm parameters.
3. Tap the commands npm build:test and npm run train to run the training.
4. During the training, the genome of the best player is saved in the folder temp. Tap npm run train:reset if you want to reset the genome of the best player at the next training.

Use your own indicator values for the neural network

To use your own indicators, update the file src/training/indicators.ts as you want. Then, take care to specify the right number of inputs in the file src/training/loadConfig.ts.