Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
Repository Index
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Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
- semantic-segmentation
- lidar
- semantickitti
- 3d-lidar-data
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
- 3d-object-detection
- 3d-detection
- 3d-deep-learning
- pytorch
A state-of-the-art distributed system using Reactive DDD as uncertainty modeling, Event Storming as subdomain decomposition, Event Sourcing as an eventual persistence mechanism, CQRS, Async Projections, Microservices for individual deployable units, Event-driven Architecture for efficient integration, and Clean Architecture as domain-centric design
- cqrs
- ddd
- clean-architecture
- event-sourcing
Data and code for "When (ish) is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems" (CHI 2016)
A common lisp library that provides a numeric type with optional unit and/or uncertainty for computations with automatic error propagation.
Uncertainty calculations for MicroPython