bristlecone
Bristlecone Namespace
The core library of Bristlecone, containing model-fitting functions.
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Main functionality of Bristlecone, including functions to scaffold `ModelSystem`s and for model-fitting (tests and real fits). |
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Diagnostic techniques for determining the suitability of results obtained with Bristlecone. |
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The estimation engine represents the method used to calculate equations and optimise a likelihood function. The whole estimation engine is tensor-based internally, but may take float-based equations as a legacy option. |
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An F# Domain Specific Language (DSL) for scripting with Bristlecone. |
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Contains tools for conducting Model Selection across individual subjects and hypotheses. |
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Represents an ordinary differential equation model system and its likelihood as an objective function that may be optimised. |
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Configures a single function that represents a model and its likelihood when fit to time-series data. |
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Helper functions for the creation of `Solver` functions, which apply time-series models to time-series data (when using Bristlecone time-series types). |
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More shape-aware intermediary layer for translating between DiffSharp tensors and Bristlecone functions. |
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