Roadmap
TimeCopilot is under active development with a clear roadmap ahead. Please visit our issue tracker on GitHub to stay updated on the latest features, report issues, and contribute to the project.
Core Features in Progress
- Multi-series support
- Processing for multiple time series
- Cross-series analysis and insights
- Hierarchical forecasting
- Advanced Model Integration
- Neural network models (Transformers, N-BEATS)
- Machine learning models (XGBoost, LightGBM)
- Custom model registry
Exciting New Agents
- Anomaly Detection Agent
- Real-time anomaly detection
- Root cause analysis
- Alert generation
- Multi-Agent System
- Collaborative forecasting
- Ensemble predictions
- Agent specialization
Enhanced Capabilities
- Exogenous Variables Support
- External feature integration
- Feature importance analysis
- Causal analysis
- API Development
- RESTful API
- Streaming capabilities
Infrastructure & Documentation
- Comprehensive Documentation
- API reference
- Best practices guide
- Example gallery
- Developer Tools
- CLI improvements
- Jupyter integration