Crypto_Bot

Uses Open AI Gym environment to create autonomous cryptocurrency bot to trade cryptocurrencies.

Steps to get started using the bot:

  1. Sign up for a binance account, you can use this link to create your account: https://accounts.binance.us/en/register?ref=56432230

  2. After Creating an account, go to “API Management” to get your API keys:

       You will receive two API Keys:
   
           API Key
           
           Secret Key-Make sure to save secret key as you will only see this key once.

  3. Download Crypto_Bot_Class.py File from GitHub

         In Crypto_Bot_Class.py file replace "API_KEY" Variable with your API Key from binance
     
     In Crypto_Bot_Class.py file replace "SECRET_KEY" Variable with your Secret Key from binance

  4. Download Model Files from Model Folder on Github In Crypto_Bot_Class.py file replace each:

               XGB_MODEL= **Your XGB_Model File Path**
           
           CROSSNN_MODEL= **Your CrossNN_Model File Path**
           
           MLP_MODEL= **Your MLP_Model File Path**
           
           FOREST_MODEL=**Your Forest_Model File Path**
           
           BIG_NN_MODEL=**Your BIG_NN_Model File Path**

  5. Download Data Files from Data Folder on Github In Crypto_Bot_Class.py file replace each:

             VAL_SET=**Your VALIDATION DATA File Path**
         
         TRAIN_SET**Your TRAIN DATA File Path**

How to select which bots to use:

By Default- VALIDATION=True: This means that your file will run on the Validation data and will print a graph comparing each model to the market over the last three months.

If you change: VALIDATION=False then the each of the 5 Models will be used to make live trades through the binance API. You can select which model you want to make trades by changing the models from True to False:

    Ex: Change: XGB_MODEL_ON=True    to     XGB_MODEL_ON=False

GitHub

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