CIUKF-MCMC

Comprehensive uncertainty quantification framework for system biology

Stars

2

Forks

1

Language

Jupyter Notebook

Last Updated

Nov 02, 2022

Similar Repos
Repo Language Stars Description Updated At
Python 2 PIV Uncertainty Quantification Sep 09, 2022
C++ 9 Uncertainty Quantification toolbox Nov 29, 2022
CSS 47 Uncertainty quantification book chapter Sep 11, 2020
Fortran 50 Sandia Uncertainty Quantification Toolkit Jul 18, 2022
Julia 11 Uncertainty Quantification in Julia Apr 21, 2023
C 16 Pi4U - High Performance Framework for Bayesian Uncertainty Quantification and Optimization Jan 07, 2022
C++ 50 High-performance framework for uncertainty quantification, optimization and reinforcement learning. Aug 24, 2022
Julia 3 stochastic kinetic scheme for uncertainty quantification Nov 01, 2022
Python 383 Chaospy - Toolbox for performing uncertainty quantification. May 09, 2023
Python 10 Uncertainty Quantification for Deep Spatiotemporal Forecasting Jan 24, 2023
Python 3 Uncertainty Quantification in the energy management of a CHP system Dec 29, 2020
Julia 3 An uncertainty quantification toolbox for OpenGeoSys 6 Jan 08, 2024
Jupyter Notebook 4 DistDeepSHAP: Improve DeepSHAP by uncertainty quantification. Jun 15, 2022
C++ 8 Optimization, Sampling, Uncertainty Quantification and Learning Jun 27, 2019
C++ 10 Earthquake Engineering Application With Uncertainty Quantification Mar 07, 2023
Jupyter Notebook 84 A library for uncertainty quantification based on PyTorch Jun 23, 2022
Jupyter Notebook 2 Aleatory-aware Deep Uncertainty Quantification for Transfer Learning Dec 28, 2022
Julia 8 Uncertainty quantification for Deep Learning models in Julia. Aug 30, 2022
Python 7 Dynamic uncertainty quantification for Tokamak reactor simulations modelling Apr 05, 2023
MATLAB 7 Simulation analysis and uncertainty quantification, in Matlab. Sep 20, 2021
Jupyter Notebook 19 Bayesian Uncertainty Quantification by Deep Generative Model Mar 13, 2023
Jupyter Notebook 19 Summer 2020 reading group on uncertainty quantification Mar 23, 2023
Julia 2 Equation learning with uncertainty quantification: Code for VandenHeuvel et al. (2022) "Computationally efficient mechanism discovery … Jul 16, 2023
Jupyter Notebook 3 Notebooks and Scripts for Uncertainty Quantification in ML models Jul 22, 2022
Jupyter Notebook 4 SDENet as Uncertainty Quantification Method for EEG Source Localization Jan 11, 2023
Jupyter Notebook 3 Uncertainty quantification method and tool for object detection models Mar 19, 2023
Python 15 Torch Uncertainty: A PyTorch Library for benchmarking and leveraging efficient predictive uncertainty quantification techniques. Apr 26, 2023
None 2 A comprehensive library for computational molecular biology Nov 21, 2021
Python 392 A comprehensive library for computational molecular biology May 08, 2023
Python 4 A comprehensive library for computational molecular biology Feb 24, 2022
Jupyter Notebook 2 Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and … May 06, 2023
Python 4 Autonomous Data Acquisition, Uncertainty Quantification and HPC Optimization Jun 16, 2022
C++ 44 Uncertainty Quantification of RANS Data-Driven Turbulence Modeling May 19, 2022
Jupyter Notebook 5 Uncertainty Quantification Neural Network from Similarity and Sensitivity Mar 01, 2023
Python 397 highly-constrained non-convex optimization and uncertainty quantification Apr 22, 2023
Jupyter Notebook 24 Deep Directional Statistics: Pose Estimation with Uncertainty Quantification May 04, 2023
Python 9 [ICRA 2023] Uncertainty Quantification of Collaborative Detection for Self-Driving May 06, 2023
Jupyter Notebook 5 comparing different uncertainty quantification methods for neural network hurricane predictions Mar 12, 2023
Python 17 Project repository for deep learning coded FPM with uncertainty quantification Apr 29, 2023
GLSL 2 batman, uncertainty quantification made easy. Any solver, non intrusive. Jun 09, 2023
Julia 51 Fast uncertainty quantification for scientific machine learning (SciML) and differential equations Aug 13, 2022
Julia 17 Gaussian distributions as state variables and for uncertainty quantification with Unitful Apr 24, 2023
Python 5 Conformal Predictor: a handy script for prediction uncertainty quantification with .exe. Apr 03, 2023
Python 2 Siamese Neural Networks for Regression: Similarity-Based Pairing and Uncertainty Quantification Oct 19, 2023
Jupyter Notebook 72 Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety … Apr 09, 2023
Jupyter Notebook 2 SynBa: Improved estimation of drug combination synergies with uncertainty quantification Jan 27, 2023
Python 2 Uncertainty quantification of molecular property prediction using Bayesian deep learning Oct 24, 2023
OpenEdge ABL 8 Python module for uncertainty quantification using a Markov chain Monte Carlo sampler Sep 26, 2021
Python 59 Python module for uncertainty quantification using a parallel sequential Monte Carlo sampler Jun 24, 2022
Python 79 Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification Apr 30, 2022