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DareFX v1.0.0 — Enterprise Quantitative AI Trading Station & Desktop Terminal

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@davinmaritza davinmaritza released this 03 Nov 04:54
· 13 commits to main since this release
v1.0.0
6c5191c

DareFX v1.0.0

DareFX v1.0.0 is the initial stable release of the automated EUR/USD trading terminal and ML execution engine.

Highlights

Desktop Terminal (PySide6 / Qt)

  • Account summary cards showing balance, equity, margin utilization, and floating profit/loss
  • Active positions table with dynamic break-even indicators and individual close buttons
  • Controls for auto-trade toggle, emergency close all, manual orders, and on-demand model inference
  • System tray minimization to keep trading active in the background
  • Multi-resolution app icon and Windows desktop shortcuts

Signal Engine & Validation

  • Walk-forward LightGBM models trained on 25 years of daily EUR/USD data
  • Triple-barrier labeling with ATR-scaled take profit and stop loss targets
  • 79 walk-forward folds with a 10-day purge gap and 5-day embargo to eliminate leakage
  • 35 stationary indicators normalized with rolling backward-looking z-scores
  • 2007–2026 walk-forward audit results:
    • Total Net Return: +37.58% ($10,000 → $13,757)
    • Annualized Sharpe Ratio: 4.24
    • Deflated Sharpe Ratio (DSR): 98.2% across 35 optimization trials
    • Max Drawdown: 4.62%
    • Win Rate: 59.02% (72 wins / 50 losses)

Risk Management

  • Fixed fractional position sizing (1.0% risk per trade) capped by half-Kelly constraints
  • Automated break-even protection (+1.5 pips profit lock once trades advance +15 pips)
  • Economic news filter via ForexFactory to freeze trading around high-impact events
  • Circuit breaker state machine to halt trading if daily loss hits -5.0% or total drawdown exceeds -15.0%

Telegram Server

  • Remote status monitoring and trade commands (/status, /analisis, /news, /breakeven, /closeall)
  • Real-time order execution and safety halt notifications

Pre-compiled Binaries & Installers

Standalone desktop binaries and installers are attached directly to this release:

Platform Format Filename Size Details
Windows (x86_64) Standalone Executable DareFX-windows-x86_64.exe 186 MB Portable Windows executable with MetaTrader 5 API support
Linux (Debian / Ubuntu / Mint) Debian Package darefx_1.0.0_amd64.deb 526 MB Installs system application entry and desktop launcher
Linux (Generic x86_64) Tarball Archive DareFX-linux-x86_64.tar.gz 534 MB Self-contained portable executable bundle

Running the Binaries

# Windows
# Download DareFX-windows-x86_64.exe and double-click to run

# Linux (Debian / Ubuntu / Mint)
sudo dpkg -i darefx_1.0.0_amd64.deb
darefx-gui

# Linux (Portable Archive)
tar -xzf DareFX-linux-x86_64.tar.gz
./DareFX

Running from Source

# Clone the repository
git clone https://github.com/davinmaritza/darefx.git
cd darefx

# Install dependencies with uv
uv venv --python 3.12 .venv
source .venv/bin/activate
uv pip install -e ".[dev]"

# Run desktop GUI
python app.py
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