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Howtrader

Howtrader is an open-source Python framework for developing, backtesting and executing quantitative cryptocurrency trading strategies. It integrates exchange gateways, a TradingView signal module and grid strategies, and its README documents installation in a Conda environment.

Independent OpenViST project profile, based on linked sources.

Howtrader — OpenViST project profile in Exchanges & Trading.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use Howtrader when you need a Python framework for strategy development and backtesting, or want to connect strategies and TradingView signals to exchange order execution.

Who it is for

  • Python developers building or backtesting cryptocurrency trading strategies.
  • Users connecting strategy execution to supported exchanges or TradingView and other third-party signals.
  • Developers adapting VN.PY-based work who need to account for Howtrader’s documented differences.

Documented uses

  • Develop and backtest custom cryptocurrency strategies.
  • Automate exchange order placement from TradingView or other third-party signals.
  • Create grid-trading strategies for supported exchanges.
  • Install the framework in a Python environment and configure exchange credentials.
Before you choose

Requirements & limits

The project is an open-source public GitHub repository under the MIT license. Its README documents installation from GitHub into a Conda environment, using Python 3.9 in the example.

  • The documented setup uses Conda, Git and Python 3.9; pandas and NumPy are listed as dependencies.
  • Binance Spot WebSocket use has a specific Ed25519 self-generated key requirement and IP-whitelisting step.
  • The project identifies differences from VN.PY in data classes, callback ordering and gateways that may affect adaptation.
  • The README identifies Binance and OKX integrations and describes TradingView signal handling; consult the repository for implementation details.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Install Howtrader in a Conda environment

Set up the documented Python environment and install Howtrader from its GitHub repository.

Before you start

  • Anaconda with Conda available on the system path
  • Git
  • Python 3.9 Conda environment

Steps

  1. Create a Conda environment with Python 3.9: conda create -n mytrader python==3.9.

  2. Activate the environment with conda activate mytrader.

  3. Install Howtrader with the command below.

    Documented command
    pip install git+https://github.com/51bitquant/howtrader.git

Expected outcome

Howtrader is installed in the named Conda environment.

Guide limitations

  • The README notes that TA-Lib installation may fail on Windows and provides a separate installation section.
  • These are README setup instructions, not a verified installation result.
Source-based practical guide

Configure Binance Spot WebSocket API credentials

Create and configure the Ed25519 credentials specified for Binance Spot WebSocket use with Howtrader.

Before you start

  • Access to Binance API Management
  • An Ed25519 key pair
  • The IP address of the device running Howtrader

Steps

  1. Create a self-generated API key in Binance and generate an Ed25519 key pair using the Binance tool or the documented OpenSSL alternative.

  2. Submit the public key when creating the API key, then enable Spot & Margin Trading and IP-whitelist the Howtrader device.

  3. Save the API key and private key, then enter them in Howtrader’s Binance Spot configuration.

Expected outcome

Binance Spot WebSocket credentials are configured for Howtrader according to the project guide.

Guide limitations

  • The guide says system-generated keys cannot be used for Binance Spot WebSocket API signing.
  • It advises enabling only necessary permissions and not enabling withdrawal or transfer.
  • The guide says Binance Futures can use standard system-generated API keys and secrets.
  • This summarizes project instructions; it does not verify a live exchange connection.
Evidence and transparency

Sources & review

Source record details
Source availability
Active
Sources checked
12 October 2026
Original website title
51bitquant/howtrader · Official homepage title · retained in its source language