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The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and prov…

Python 95 18 Updated Jun 8, 2025

My blogs and code for machine learning. http://cnblogs.com/pinard

Jupyter Notebook 8,538 3,751 Updated Feb 16, 2024

Code and tutorials to visualise your data that is both beautiful *and* statistically valid

HTML 860 221 Updated Mar 27, 2023

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Jupyter Notebook 17,925 4,355 Updated Aug 7, 2024

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…

Python 3,597 655 Updated Feb 7, 2024

Journal information and Latex templates in the field of industrial artificial intelligence.

8 Updated May 6, 2024

Explainable neural dynamic model for motor temperature prediction

C 8 1 Updated Mar 17, 2025

A toolbox for using complex-valued standard network modules in PyTorch, including MLP, CNN, RNN, Attention.

Python 126 8 Updated Apr 29, 2025

Updated version 2 of Cox-nnet

Python 6 2 Updated Dec 14, 2020

A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks

Python 108 12 Updated Jan 28, 2024

Bayesian Data Analysis demos for Python

Jupyter Notebook 1,016 301 Updated Sep 11, 2023

Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm

Python 31 1 Updated Jun 2, 2023

Particle filtering and sequential parameter inference in Python

Python 83 17 Updated Apr 22, 2023
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