PyPI Stats
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About
Home

Parameter Estimation Python Packages

Python packages with the GitHub topic parameter-estimation. Sorted by relevance, with stars and monthly downloads.
casadi
casadi

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-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

853K 2K 441
pints-team
pints

Probabilistic Inference on Noisy Time Series

19K 241 34
sbi-dev
sbi

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 covered.

14K 823 243
PEtab-dev
petab

Python package for working with PEtab files

8K 16 7
AMICI-dev
amici

High-performance sensitivity analysis for large ordinary differential equation models

6K 137 33
casadi
casadi-gil-comp

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-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

4K 2K 441
AdityaSavara
chekipeuq

Parameter estimation for complex physical problems often suffers from finding ‘solutions’ that are not physically realistic. The PEUQSE software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.

3K 14 6
icb-dcm
pypesto

python Parameter EStimation TOolbox

3K 270 48
valeriolobrano
pvfit5

Estimation of the five parameters of the PV single-diode model from datasheet data at STC

3K 0 0
CiaranWelsh
pycotools

A Python Toolbox for COPASI

2K 6 4
elcorto
psweep

Loop like a pro, make parameter studies fun.

2K 16 2
biomass-dev
biomass

A Python Framework for Modeling and Analysis of Signaling Systems

1K 29 13
spark-brc
apexmf

python modules for APEX-MODFLOW-RT3D-Salt (AMRS) model parameter estimation and uncertainty analysis

1K 1 2
smeznar
symbolic-regression-toolkit

Toolkit for symbolic regression/equation discovery

1K 6 1
undark-lab
swyft

A system for scientific simulation-based inference at scale.

969 171 19
AdityaSavara
peuqse

Parameter estimation for complex physical problems often suffers from finding ‘solutions’ that are not physically realistic. The PEUQSE software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.

964 14 6
CiaranWelsh
pycotools3

A Python toolbox for COPASI

924 13 3
vsquicciarini
madys

Manifold Age Determination for Young Stars

677 8 1
PEtab-dev
petab-gui

A graphical PEtab editor

674 4 1
GeoStat-Framework
welltestpy

welltestpy - package to handle well-based Field-campaigns.

613 37 7
limunimi
lim-sample

Implementation of SAMPLE (Spectral Analysis for Modal Parameter Linear Estimate)

595 8 0
DavAug
chi-drm

Chi is an open source Python package which is designed for PKPD modelling and model-informed precision dosing (MIPD).

423 17 7
timcera
tsblender

tsblender is a drop-in replacement (mostly) for TSPROC, rewritten in Python

332 2 0
sdu-cfei
modestpy

FMI-compliant model identification package

297 52 13
    • Data from PyPI, GitHub, ClickHouse, and BigQuery