Crypto Predictions

• Download github repository
• https://github.com/c1im4cu5/Crypto_Predictions

git clone https://github.com/c1im4cu5/Crypto_Predictions

R Squared Mean Machine Learning Algorithm - Flask API

API is designed to receive a single input for cryptocurrency trading pair from Coinbase. Any traded pair on Coinbase can be queried. Example Pairs:

• BTC-USD
• DOGE-USD
• ETH-USD
• ATOM-USD
• WBTC-BTC

Using Postman:

GET and POST can be found @ /prediction

form-data
Form Field = pair

Details

Queries will be placed for a "day" interval. Predictions will be closing values.

Algorithm will need to load tensorflow; which will take some time. Furthermore, user will need to wait for epochs to run. Total run time could exceed ten minutes.

Example API

API was recently shut down (5-3-22) after being run on GCP Cloud Run for a few months.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you'd like to added/altered.