icos-fl - v0.2.0

Added

• Implement robust model artifacts storage system

Fixed

• Correct Sphinx configuration path in ReadTheDocs config

Changed

• Refocus quickstart guide for improved clarity
• Update deployment and configuration documentation
• Update ReadTheDocs configuration to use latest Ubuntu and Python

Documentation

• Enhance and reorganize project documentation

Maintenance

• Bump project version from 0.1.0 to 0.2.0

- Python
Published by anaskalt 11 months ago

icos-fl - v0.1.0

Added

• Implement LSTM model for time series prediction
• Create Processor class for time series data preparation
• Implement TimeSeriesData and Fetcher for DataClay integration
• Add CustomFedAvg strategy with metrics tracking and model checkpointing
• Implement client with Processor integration and data fetching
• Implement server with centralized evaluation capabilities
• Apply Singleton pattern to optimize DataClay connections
• Add ASCII banner system for enhanced user experience
• Add server round tracking and standardize WandB metrics
• Refactor deployment setup for host network mode and improved architecture

Fixed

• Resolve Sphinx documentation build warnings
• Add null check for evaluation result in strategy
• Remove redundant type ignore comments in logger

Changed

• Standardize metric names for clarity and consistency
• Replace custom Logger with Flower logger
• Use default Logger configuration parameters
• Restructure to follow Flower App Bundle (FAB) conventions
• Remove unused 'metric' parameter from LSTMModel
• Enhance terminal display and color utilities

Documentation

• Update README with comprehensive project description
• Update documentation dependencies and sphinx config
• Restructure documentation following the Diátaxis framework
• Add dataflow pipeline documentation
• Add detailed deployment architecture documentation

Dependencies

• Add pandas>=2.2.3 for data manipulation
• Add scikit-learn>=1.6.1 for machine learning functionality
• Add dataclay==4.0.0 for data persistence
• Update wandb dependency to v0.19.8
• Update project configuration and pre-commit hooks

Tests

• Add comprehensive test suite for Fetcher with integration tests
• Add tests for Processor implementation
• Add tests for LSTM model implementation
• Add comprehensive Logger test suite
• Set up initial test structure and type hints support

- Python
Published by anaskalt 11 months ago