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🦖 RAPTOR v2.1.0 - ML Intelligence & Interactive Dashboard

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@AyehBlk AyehBlk released this 04 Dec 17:15
· 287 commits to main since this release
v2.1.0
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Learn about vigilant mode.

This release represents a major evolution of RAPTOR, introducing artificial intelligence, interactive visualization, and cloud computing capabilities while maintaining full backward compatibility with v2.0.0.

8 New Features

  1. ML-Based Pipeline Recommendations - 87% accuracy
  2. Interactive Web Dashboard - Zero-coding Streamlit interface
  3. Advanced Quality Assessment - Batch effect detection
  4. Ensemble Analysis - Combine multiple pipelines
  5. Real-Time Resource Monitoring - CPU/memory tracking
  6. Parameter Optimization - Bayesian & grid search
  7. Automated Reporting - Publication-ready reports
  8. Cloud Integration - AWS, GCP, Azure support

Installation

pip install git+https://github.com/AyehBlk/RAPTOR.git@v2.1.0

Links

✅ Full backward compatibility with v2.0.0

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