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Discrete Choice Models

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/BSifringer/EnhancedDCM

공식 코드

Enhancing Discrete Choice Models with Representation Learning

https://github.com/RAO-EPFL/Semi-Discrete-Smooth-OT

공식 코드

Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution

https://github.com/RicoKrueger/robit

공식 코드

Robust discrete choice models with t-distributed kernel errors

https://github.com/antoinedesir/rumnet

공식 코드

Representing Random Utility Choice Models with Neural Networks

https://github.com/crforsythe/havan-paper

공식 코드

The Mixed Aggregate Preference Logit Model: A Machine Learning Approach to Modeling Unobserved Heterogeneity in Discrete Choice Analysis

https://github.com/deborahmit/TasteNet-MNL

공식 코드

A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability

https://github.com/ioaar/interpretable-embeddings-mnl

공식 코드

Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance

https://github.com/joseangelmartinb/prediction-behavioural-analysis-ml-travel-mode-choice

공식 코드

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

https://github.com/tomlinsonk/choice-set-confounding

공식 코드

Choice Set Confounding in Discrete Choice

https://github.com/tomlinsonk/choice-set-opt

공식 코드

Choice Set Optimization Under Discrete Choice Models of Group Decisions

https://github.com/tomlinsonk/graph-based-discrete-choice

공식 코드

Graph-Based Methods for Discrete Choice

https://github.com/xingjian-zhang/fast-partial-ranking-mnl

공식 코드

Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling

https://github.com/zhengyunhan/equality-of-opportunity-travel-behavior

공식 코드

Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models

https://github.com/ArieBeresteanu/Identification-of-Incomplete-Preferences

Identification of Incomplete Preferences

https://github.com/artefactory/choice-learn

Enhancing Discrete Choice Models with Representation Learning

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.