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## Major Features Added: ### 📱 Complete Native Mobile App - Full Android app with Material 3 design and Jetpack Compose - Dashboard, Backup, Files, and Settings screens with rich functionality - Biometric authentication, file management, and real-time sync - Modern UI components and navigation with proper state management - Comprehensive permissions and Android manifest configuration ### 🚀 Enhanced CI/CD Pipelines - 7 comprehensive GitHub workflows with proper testing and deployment - Multi-language support (Kotlin, Rust, Python, Node.js, Scala) - Security scanning with Trivy, CodeQL, Semgrep, and infrastructure validation - Performance testing with automated benchmarking and reporting - ML training pipeline with model validation and artifact management ### 🏗️ Production-Ready Infrastructure - Complete Terraform configuration with VPC, EKS, security groups, IAM - Kubernetes deployments with proper resource management and health checks - Service mesh integration with Prometheus monitoring - Multi-environment support with secrets management ### 🤖 Advanced ML Capabilities - Enhanced anomaly detection with Variational Autoencoders and Isolation Forest - Sophisticated backup prediction with ensemble methods and temporal features - 500+ lines of production-ready ML code with proper error handling - Model serving infrastructure with fallback mechanisms ### 🔧 Complete Microservices Architecture - 5 new production-ready services with Docker containers: - Compression Engine (Rust) - Multi-algorithm compression optimization - Deduplication Service (Python) - Content-defined chunking - Encryption Service (Node.js) - Advanced cryptography and key management - Index Service (Kotlin) - Elasticsearch integration for fast search - Enhanced existing services with comprehensive dependency management ### 📊 System Improvements - Removed web dashboard in favor of full mobile app - Enhanced build configurations across all services - Comprehensive dependency updates with security patches - Cross-platform mobile support (Android + iOS KMP ready) ## Technical Details: - 91 files changed: 9,459 additions, 2,600 deletions - Modern Android app with Hilt DI, Room, Compose, WebRTC, gRPC - Production infrastructure with proper security and monitoring - Advanced ML models with ensemble approaches and feature engineering - Comprehensive CI/CD with security scanning and performance testing
84 lines
1.3 KiB
Plaintext
84 lines
1.3 KiB
Plaintext
# Core ML and data science libraries
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scikit-learn==1.3.2
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pandas==2.1.3
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numpy==1.24.4
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scipy==1.11.4
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# Deep learning
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tensorflow==2.14.0
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torch==2.1.1
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torchvision==0.16.1
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# Data visualization
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matplotlib==3.8.2
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seaborn==0.13.0
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plotly==5.17.0
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# Model persistence and job management
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joblib==1.3.2
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pickle5==0.0.11
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# Data processing
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pyarrow==14.0.1
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fastparquet==2023.10.1
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openpyxl==3.1.2
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# API and web framework
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fastapi==0.104.1
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uvicorn[standard]==0.24.0
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pydantic==2.5.0
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# Database connectivity
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psycopg2-binary==2.9.9
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redis==5.0.1
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sqlalchemy==2.0.23
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# gRPC support
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grpcio==1.59.3
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grpcio-tools==1.59.3
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protobuf==4.25.1
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# Monitoring and logging
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prometheus-client==0.19.0
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structlog==23.2.0
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# Configuration and environment
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python-dotenv==1.0.0
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pyyaml==6.0.1
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toml==0.10.2
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# Time series analysis
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statsmodels==0.14.0
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tslearn==0.6.2
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# Hyperparameter optimization
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optuna==3.4.0
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hyperopt==0.2.7
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# Model validation and metrics
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mlflow==2.8.1
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wandb==0.16.0
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# Testing
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pytest==7.4.3
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pytest-cov==4.1.0
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pytest-asyncio==0.21.1
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# Code quality
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black==23.11.0
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flake8==6.1.0
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isort==5.12.0
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mypy==1.7.1
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# Security
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cryptography==41.0.7
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bcrypt==4.1.1
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# Async support
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aiofiles==23.2.1
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aioredis==2.0.1
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# Development tools
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ipython==8.17.2
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jupyter==1.0.0
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notebook==7.0.6 |