Welcome to Biogeme’s documentation!¶
Biogeme is a open source Python package designed for the maximum likelihood estimation of parametric models in general, with a special emphasis on discrete choice models. It relies on the package Python Data Analysis Library called Pandas.
This webpage contains the documentation created by Sphinx from the source code of Biogeme. If you do not find some information here, consult also the two following sources:
Installation instructions¶
This section provides detailed instructions on how to install Biogeme on various platforms.
Examples of usage¶
This section contains various examples demonstrating how to use Biogeme for different purposes.
- Examples
- Some simple examples for beginners
- Biogeme examples for the Swissmetro data
- Calculating indicators
- Timing function evaluation
- Monte-Carlo integration
- Choice models with latent variables
- Assisted specification algorithm
- Estimation with samples of alternatives
- Multiple Discrete Continuous Extreme Value models
TOML Configuration¶
This section describes the TOML configuration files used by Biogeme.
Native Draws¶
This section explains how to use native draws in Biogeme for Monte-Carlo simulation.
Biogeme code¶
This section provides detailed information about the code of Biogeme.
- .biogeme module
- biogeme.assisted module
- biogeme.audit_tuple module
- biogeme.biogeme module
- biogeme.biogeme_logging module
- biogeme.calculator module
- biogeme.catalog module
- biogeme.check_parameters module
- biogeme.cnl module
- biogeme.constants module
- biogeme.data module
- biogeme.database module
- biogeme.default_parameters module
- biogeme.deprecated module
- biogeme.dict_of_formulas module
- biogeme.distributions module
- biogeme.draws module
- biogeme.exceptions module
- biogeme.expressions module
- biogeme.expressions_registry module
- biogeme.filenames module
- biogeme.floating_point module
- biogeme.function_output module
- biogeme.likelihood module
- biogeme.loglikelihood module
- biogeme.lsh module
- biogeme.mdcev module
- biogeme.model_elements module
- biogeme.models module
- biogeme.multiobjectives module
- biogeme.nests module
- biogeme.optimization module
- biogeme.parameters module
- biogeme.partition module
- biogeme.results module
- biogeme.results_processing module
- biogeme.sampling_of_alternatives module
- biogeme.second_derivatives module
- biogeme.segmentation module
- biogeme.tools module
- biogeme.validation module
- biogeme.validity module
- biogeme.version module