Ctrl KSoftwareProjectsOrganisationsFeedback Sign inCtrl KLimited functionality: Your browser does not support JavaScript.Software HighlightsBrowse all HighlightsAll software1FilterClearOrder byMentionsOrder byKeywords8Program languages4Licenses3Items121-3 of 3GrainLearningUnsure about the parameters of your grains in a computer simulation? Use Iterative Bayesian Filtering to learn parameter distributions from limited data. Is your model running slowly? Speed up your simulations with machine-learning surrogates. All these features are integrated within GrainLearning.Bayesian InferenceData assimilationMachine learning+ 2Jupyter NotebookPythonPureBasic+ 1391swyftswyft is the official implementation of Truncated Marginal Neural Ratio Estimation, a hyper-efficient, simulation-based inference technique for complex data and expensive simulators.Bayesian InferenceData AnalysisJupyter NotebookPython522pypfiltA Sequential Monte Carlo (SMC, or "particle filter") Python package for online model estimation and probabilistic forecasting.Bayesian InferenceForecastingSequential Monte Carlo18
