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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
16,225 commits to main branch, last one 2 days ago
Simulation-based inference toolkit
Created
2020-02-11
1,174 commits to main branch, last one 17 hours ago
A Python library for amortized Bayesian workflows using generative neural networks.
Created
2019-11-17
1,157 commits to master branch, last one 3 months ago
Probabilistic Inference on Noisy Time Series
Created
2017-05-16
3,919 commits to main branch, last one 13 days ago
python Parameter EStimation TOolbox
Created
2018-07-25
1,285 commits to main branch, last one 26 days ago
A system for scientific simulation-based inference at scale.
Created
2020-05-25
1,232 commits to master branch, last one 2 months ago
Workflow engine for exploration of simulation models using high throughput computing
Created
2014-10-08
14,210 commits to dev branch, last one 2 days ago
System Identification toolbox, compatible with ControlSystems.jl
Created
2019-01-25
645 commits to master branch, last one 12 days ago
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
Created
2019-03-07
2,396 commits to master branch, last one 17 days ago
State estimation, smoothing and parameter estimation using Kalman and particle filters.
controls
estimation
kalman-filter
control-systems
particle-filter
virtual-sensing
virtual-sensors
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
state-estimation-filters
state-estimation-algorithms
Created
2018-02-17
438 commits to master branch, last one 28 days ago
Advanced Multilanguage Interface to CVODES and IDAS
Created
2015-10-05
3,901 commits to master branch, last one 10 days ago
Fast and automatic structural identifiability software for ODE systems
Created
2020-08-26
1,196 commits to master branch, last one 2 days ago
MADS: Model Analysis & Decision Support
Created
2016-01-26
2,727 commits to master branch, last one a day 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
266 commits to master branch, last one 14 days 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 17 days ago
A library for using direct collocation in the optimization of dynamic systems.
Created
2014-09-05
468 commits to master branch, last one 2 days ago
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
Created
2016-10-28
736 commits to master branch, last one about a month ago
a modeling environment tailored to parameter estimation in dynamical systems
Created
2016-06-14
3,096 commits to master branch, last one 9 days ago
PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology
Created
2018-11-27
482 commits to main branch, last one about a month 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 11 months ago