Basics | A typical workflow | Creating a puc-file after the fact | Making a madrat preprocessing ready for puc-files | Potential problems

Basics | Cache format | Switching the format | Other formats | Fingerprint | Customize fingerprinting | Control flags | Examples | forcecache

Overview | Basic configuration | Example .Rprofile | Multiple models | Launching the app | Selection sets | Variable configuration (YAML)

magclass vs other data-classes | dataclass: matrix | dataclass: array | dataclass: dataframe | dataclass: magclass | Why use magclass for your work?

Testing | (soon to be) deprecated functions | New feature: extended sub-dimension support | New magclass subsetting variant | Generalized handling of spatial raster data | One-stop-shop-function getItems | Internal code modifications

Generate a magpie object | Accessing magpie objects | General properties | Subsets | Data transformations / calculations

Purpose and Functionality | Running goxygen on plain GAMS code | Goxygen syntax | Additional attributes | extrapage | Further features | Running goxygen on modularized GAMS code | References

Setup | madrat framework components | downloadSource | readSource | read | correct | convert | calcOutput | retrieveData | Coding etiquette | Use own functions with madrat | Create madrat-based package

Auto expansion v1 vs v2 | Set matching | Idential set elements, different set names | Different set element, identical set names

Purpose and Functionality | Components | Input data | Configuration | Pre-checks | Checks | Validation (in PDF file only) | A simple example | Customizing the project settings | Validate data against historical and other reference data | Adding own checks