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@pints-team PINTS - Probabilistic Inference for Noisy Time Series

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    19 repositories

    • pints

      Public
      Probabilistic Inference on Noisy Time Series
      bayesian-methodsparameter-estimationnumerical-optimizationinverse-problems
      Python
      •
      Other
      •34•240•92•19•Updated Feb 7, 2026Feb 7, 2026

    • method-merge-tests

      Public
      Provides a house for test results for samplers when they are merged into PINTS.
      Jupyter Notebook
      •0•0•7•6•Updated Apr 9, 2024Apr 9, 2024

    • 10-tips-for-inference

      Public
      0•0•0•0•Updated Oct 30, 2023Oct 30, 2023

    • electrochem_pde_model

      Public
      example of using pybamm and pints for inference on a electrochemistry pde model
      HTML
      •0•3•0•0•Updated Sep 8, 2023Sep 8, 2023

    • change-point-testing

      Public
      Functional testing of Pints algorithms
      Python
      •3•3•16•1•Updated Jul 26, 2023Jul 26, 2023

    • functional-testing-2

      Public
      Sandpit for new functional testing infrastructure
      Jupyter Notebook
      •
      MIT License
      •0•0•5•0•Updated Aug 24, 2021Aug 24, 2021

    • differential-equations-inference-db

      Public
      Selected scientific time series models
      Python
      •1•1•3•1•Updated Apr 19, 2021Apr 19, 2021

    • SMC

      Public
      Likelihood calculation for stochastic models using particle filtering
      Jupyter Notebook
      •0•0•0•0•Updated Jun 2, 2020Jun 2, 2020

    • pints-api-python-example

      Public
      Python
      •0•0•0•0•Updated Jan 20, 2020Jan 20, 2020

    • pints-api

      Public
      rest api for pints problem benchmarks
      Python
      •0•0•0•0•Updated Jan 20, 2020Jan 20, 2020

    • pints-methods-overview

      Public
      An overview and visualisation of methods in PINTS
      HTML
      •
      Other
      •0•0•0•0•Updated Sep 22, 2019Sep 22, 2019

    • pints-studies

      Public
      Studies, bits and pieces, pints info for ourselves that doesn't fit in the main repo
      Jupyter Notebook
      •0•0•0•1•Updated Sep 3, 2019Sep 3, 2019

    • emupints

      Public
      Emulators for PINTS
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •2•0•0•0•Updated May 26, 2019May 26, 2019

    • website

      Public
      PINTS website (https://www.cs.ox.ac.uk/projects/PINTS/)
      CSS
      •0•0•0•1•Updated May 22, 2019May 22, 2019

    • electrochemistry_course

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated Apr 10, 2019Apr 10, 2019

    • boost-redist

      Public
      C++
      •0•0•0•0•Updated Apr 3, 2019Apr 3, 2019

    • performance-testing

      Public
      runs all the pints samplers/optimisers against all the toy models to evaluate their performance
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Feb 5, 2019Feb 5, 2019

    • electrochemistry

      Public
      Electrochemistry experiments in pints
      bayesian-methodsinverse-problemselectrochemistry
      C++
      •0•0•0•0•Updated Jan 25, 2019Jan 25, 2019

    • sip-sensai

      Public
      SIP_SENSAI code for measure-theoretic inverse sensitivity problems by Simon Tavener
      MATLAB
      •0•0•0•0•Updated Nov 27, 2017Nov 27, 2017