ATLAS
Unverified ML strategy on Indices by The-Swarm-Corporation. BotFinder score 18 out of 100.
ATLAS is a sophisticated real-time risk analysis system designed for institutional-grade market risk assessment. Built with high-frequency trading (HFT) capabilities and advanced m
Source: github
BotFinder analysis pending.
ATLAS
ATLAS: Advanced Time-series Learning and Analysis System I. System Architecture Overview A. Data Infrastructure 1. Primary Data Pipeline - Historical data ingestion (10-year lookback) - Real-time minute-bar processing - Multi-threaded data collection - Fault-tolerant queue management 2. Feature Processing - Numba-accelerated computations - Multi-timeframe analysis (5D, 21D, 63D, 252D) - Market microstructure indicators - Technical analysis synthesis B. Model Architecture 1. Ensemble Framework - Base XGBoost (balanced configuration) - Deep XGBoost (complex pattern recognition) - Shallow XGBoost (noise reduction) 2. Adaptive Learning System - Dynamic weight adjustment - Performance-based model selection - Automated retraining triggers - Cross-validation with time series constraints II. Strategic Capabilities A. Risk Analytics 1. Volatility Forecasting 2. Market Regime Detection - Volatility regime classification - Volume profile analysis - Price action characterization - Momentum factor integration B. Production Features 1. Performance Optimization - Numba JIT compilation - Vectorized
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Alerts on changes: coming soon
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Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)