nasa / SMCPyLinks
Python module for uncertainty quantification using a parallel sequential Monte Carlo sampler
☆124Updated 4 months ago
Alternatives and similar repositories for SMCPy
Users that are interested in SMCPy are comparing it to the libraries listed below
Sorting:
- ☆72Updated 2 years ago
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆36Updated 2 years ago
- PySensors is a Python package for sparse sensor placement☆110Updated 2 weeks ago
- Methods for numerical differentiation of noisy data in python☆130Updated last month
- Smooth data fitting in N dimensions.☆55Updated 2 years ago
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆231Updated 3 years ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆75Updated 5 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆85Updated 2 months ago
- Solve ODEs fast, with support for PyMC☆119Updated last year
- ☆100Updated 4 months ago
- Real-time latin-hypercube sampling-based Monte Carlo ERror Propagation☆82Updated 2 years ago
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆343Updated 2 months ago
- ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.☆300Updated last month
- Easy access in Python to a large collection of ODE solvers☆125Updated 5 years ago
- Python library for ODE integration via Taylor's method and LLVM☆85Updated last week
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆41Updated last month
- Python implementation of MATLAB toolbox "mcmcstat"☆72Updated 3 years ago
- This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Pla…☆81Updated 5 years ago
- The ODES scikit for ordinary differential and algebraic equations, an extension to scipy☆131Updated last year
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆27Updated 3 years ago
- Probabilistic modelling and uncertainty quantification library☆301Updated last week
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- Fork of http://www.pyopt.org/ (python3 compatible)☆85Updated 2 years ago
- Uncertainty Quantification using Polynomial Chaos Expansion (UQPCE) is an open-source, python-based research code for use in parametric, …☆61Updated last month
- Multi-dimensional B-splines☆35Updated 3 months ago
- Differentiable interface to FEniCS for PyMC3☆22Updated 3 years ago
- A list of Python-based MCMC & ABC packages☆123Updated 8 months ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆68Updated last week
- Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.☆130Updated 2 weeks ago
- Probabilistic Inference on Noisy Time Series☆240Updated this week