New Machine Learning Algorithms

New Machine Learning Algorithms

• CFC (Closed-form Coninuous-time NN)
  • raminmh/CfC: Closed-form Continuous-time Neural Networks
  • Neural Circuit Policies 0.0.1 documentation
  • First steps (Tensorflow) - Neural Circuit Policies 0.0.1 documentation
  • Closed-form Continuous-time Neural Models
• Zero Shot Fault Detection
  • OzerCanDevecioglu/Zero-Shot-Bearing-Fault-Detection-by-Blind-Domain-Transition
  • Zero-Shot Motor Health Monitoring by Blind Domain Transition
• Explain AI for DT and PHM
  • TwinExplainer: Explaining Predictions of an Automotive Digital Twin
  • Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life
  • Self-Explanatory Machine Learning SelfExplainML/PiML-Toolbox: PiML (Python Interpretable Machine Learning) toolbox for model development and model validation
• Probabilistic Machine Learning
  • Probabilistic machine learning based predictive and interpretable digital twin for dynamical systems
• RUL
  • Self-Supervised Learning for Data Scarcity in a Fatigue Damage Prognostic Problem