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CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-c...
Created
2012-10-31
16,982 commits to main branch, last one a day ago
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you...
Created
2020-02-11
1,332 commits to main branch, last one a day ago
A Python library for amortized Bayesian workflows using generative neural networks.
Created
2019-11-17
2,280 commits to main branch, last one a day ago
python Parameter EStimation TOolbox
Created
2018-07-25
1,377 commits to main branch, last one 2 months ago
Probabilistic Inference on Noisy Time Series
Created
2017-05-16
3,966 commits to main branch, last one about a month ago
A system for scientific simulation-based inference at scale.
Created
2020-05-25
1,232 commits to master branch, last one 11 months ago
Workflow engine for exploration of simulation models using high throughput computing
Created
2014-10-08
14,782 commits to dev branch, last one 19 hours ago
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
Created
2019-03-07
2,496 commits to master branch, last one about a month ago
System Identification toolbox, compatible with ControlSystems.jl
Created
2019-01-25
701 commits to master branch, last one about a month ago
State estimation, smoothing and parameter estimation using Kalman and particle filters.
gnss
controls
tracking
estimation
kalman-filter
control-systems
particle-filter
virtual-sensing
state-estimation
data-assimilation
dynamical-systems
bayesian-inference
monte-carlo-methods
parameter-estimation
system-identification
extended-kalman-filter
sequential-monte-carlo
prediction-error-method
unscented-kalman-filter
guidance-navigation-control
Created
2018-02-17
643 commits to master branch, last one 2 days ago
Advanced Multilanguage Interface to CVODES and IDAS
Created
2015-10-05
4,077 commits to master branch, last one a day ago
Fast and automatic structural identifiability software for ODE systems
Created
2020-08-26
1,341 commits to master branch, last one 18 hours ago
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis te...
Created
2021-06-14
94 commits to main branch, last one 9 months ago
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
Created
2019-12-05
272 commits to master branch, last one 4 months ago
MADS: Model Analysis & Decision Support
Created
2016-01-26
2,854 commits to master branch, last one 19 days ago
A library for using direct collocation in the optimization of dynamic systems.
Created
2014-09-05
1,056 commits to master branch, last one 2 days ago
PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology
Created
2018-11-27
507 commits to main branch, last one 2 days ago
a modeling environment tailored to parameter estimation in dynamical systems
Created
2016-06-14
3,167 commits to master branch, last one 3 days ago
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
Created
2016-10-28
754 commits to master branch, last one 2 months ago
FMI-compliant Model Estimation in Python
Created
2017-06-16
297 commits to master branch, last one 2 years ago
Semi-Automatic Li Ion battery RC model parameters estimator
Created
2020-09-29
21 commits to master branch, last one 2 years ago
Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)
Created
2023-05-14
6 commits to main branch, last one about a year ago