Choice-Learn
Explanations
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Choice-Learn
HomePage
Tutorials
Tutorials
Introduction
Introductive Example
Intoduction to data handling
Introduction to choice modelling with the Conditional Logit
Introduction to model customization
How-To Guides
How-To Guides
Introduction
Data Handling
Data Handling
Intoduction to data handling
Exhaustive example of ChoiceDataset creation
Optimize RAM usage with Features Storage, in-depth examples
Modeling
Modeling
Introduction to Choice Models - the SimpleMNL
Conditional Logit Usage
Nested Logit Usage
Building a custom choice model and handling hyper-parameters
RUMnet model Usage
Latent Class MNLs Usage
A reproductive example, the logistic regression
Model Finetuning and general hyperparamters
Toolbox for choice modellers
Toolbox for choice modellers
Optimizing a product assortment
References
References
Data
Data
ChoiceDataset
ChoiceDataset Indexer
Features Storage
Available Open-Source Datasets
Available Open-Source Datasets
Base Datasets
TaFeng Dataset
ICDM Expedia Dataset
Choice Models
Choice Models
Base Model
Baseline Models
SimpleMNL Model
Conditional Logit
Nested Logit
Latent Class BaseModel
Latent Class MNL
RUMnet
TasteNet
Learning MNL
ResLogit
Toolbox
Toolbox
Assortment Optimizer and Pricing
Explanations
Explanations
