Julia API to programmatically download and upload data for the Numerai machine learning competition. This library was inspired by Numerai Python API by uuazed/numerapi.
(@v1.5) pkg> add NumerAPIusing NumerAPI.Tournament
# Download Current Dataset
tournament_api = TournamentAPI()
file_path = download_latest_data(tournament_api)
# Get Current Leaderboard
leaderboard = get_leaderboard(tournament_api, limit=25)
# Provide API Token
public_id = "NUMERAI_PUBLIC_ID"
secret_key = "NUMERAI_SECRET_KEY"
tournament_api = TournamentAPI(public_id, secret_key)
# Upload Predictions
model_id = get_models(tournament_api)['pacio']
upload_predictions(tournament_api, "predictions.csv", model_id=model_id)
# check submission status
submission_status(tournament_api, model_id)
# increase your stake by 1.2 NMR
stake_increase(tournament_api, 1.2)using NumerAPI.SignalsAPI
signals_api = SignalsAPI()
leaderboard = get_leaderboard(signals_api, limit=25)
# Provide API Token
public_id = "NUMERAI_PUBLIC_ID"
secret_key = "NUMERAI_SECRET_KEY"
signals_api = SignalsAPI(public_id, secret_key)
# Upload Predictions
model_id = get_models(tournament_api)['pacio']
upload_predictions(signals_api, "signals.csv", model_id=model_id)
status = submission_status(signals_api, model_id)Contributions are always welcome. Please report any issues and bugs that you encounter in issues.