Traderman

Python SDK to build, train, stress-test, deploy and monitor trading strategies

Install

Using pip

pip install traderman

Cloning the repository

git clone https://github.com/iteralabs/traderman.git

Use

Credentials

One alternative way of storing the Tokens is to place them in a .py inside a local virtual environment folder that is ignored (indicated in .gitignore) and run such file once every working session that you are developing locally.

import os
import toml
import numpy as np

from traderman.forecasters.benchmarks import Randomizer
from traderman.connectors import binance as BinanceSpot

BINANCE_API_KEY = os.environ["BINANCE_API_KEY"]
BINANCE_SECRET_KEY = os.environ["BINANCE_SECRET_KEY"]

# --- Get params from Config.toml

with open(cwd_path + "/examples/basic_config.toml", "r") as file:
    config_data = toml.load(file)

SET_SEED = config_data["model"]["signal"]["model_params"]["seed"]
SET_CLASSES = config_data["model"]["signal"]["model_params"]["classes"]

# --- Use the randomizer as model benchmark

ModelSignal = Randomizer(seed=SET_SEED, model_type="classifier")
forecasted_signal = ModelSignal.predict(classes=SET_CLASSES)

ModelRisk = Randomizer(seed=SET_SEED, model_type="regressor")
forecasted_volume = np.round(ModelRisk.predict(lower=0.0001, upper=0.0009), 4)

# --- Specify parameters for trades

trade_params = {
    "symbol": "BTCUSDT",
    "type": "MARKET",
    "side": forecasted_signal,
    "quantity": forecasted_volume[0],
}

# --- Place an Order

n_order = BinanceSpot.new_order(
    in_params=trade_params,
    api_key=BINANCE_API_KEY,
    secret_key=BINANCE_SECRET_KEY
)

Contributors

Thanks to everyone that have contributed and made a difference.

Check out the following ways to contribute:

Check the Contributing guide and the Open Projects

Maintainers

IFFranciscoME

References

binance-docs/spot

License

MIT License

Copyright (c) 2024 IteraLabs

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

IteraLabs/traderman