• Suche: Interpretable Machine Learning with Python

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21

TorchSISSO: A PyTorch-based implementation of the sure independence screening and sparsifying operator for efficient and interpretable model discovery
Muthyala, Madhav ; Sorourifar, Farshud ; Paulson, Joel A.
In Digital Chemical Engineering December 2024 13

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23

INTERPRETABLE MACHINE LEARNING
Mrs. M. VIJAYA ; Dr. S. VENKATA LAKSHMI ; Dr. M. SESHASHAYEE ; et al.

Buch
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25

dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference
Gupta, Neha R ; Orlandi, Vittorio ; Chang, Chia-Rui ; et al.

0301 basic medicine FOS: Computer and inform... Computer Science - Machi... 03 medical and health sc... cs.LG Computer Science - Mathe... …
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26

An interpretable clustering approach to safety climate analysis: Examining driver group distinctions
Sun, Kailai ; Lan, Tianxiang ; Goh, Yang Miang ; et al.
In Accident Analysis and Prevention March 2024 196

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27

PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics
Sudjianto, Agus ; Zhang, Aijun ; Yang, Zebin ; et al.

Computer Science - Machi...
Report
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28

Edge-enabled smart agriculture framework: Integrating IoT, lightweight deep learning, and agentic AI for context-aware farming
Tariq, Muhammad Usman ; Saqib, Sheikh Muhammad ; Mazhar, Tehseen ; et al.
In Results in Engineering December 2025 28

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30

Single-cell specific and interpretable machine learning models for sparse scChIP-seq data imputation.
Albrecht, Steffen ; Andreani, Tommaso ; Andrade-Navarro, Miguel A. ; et al.
PLoS ONE. 7/1/2022, Vol. 17 Issue 7, p1-23. 23p.

PROTEIN microarrays PYTHON programming langu... TRANSCRIPTION factors MACHINE learning CHROMATIN IMMUNOPRECIPITATION
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32

Interpretable Machine Learning to Predict Mantle Metasomatism Worldwide
Ben Qin ; Fang Huang ; Shichun Huang ; et al.
Goldschmidt2022 abstracts.

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33

Machine learning-based prediction model for arteriovenous fistula thrombosis risk: a retrospective cohort study from 2017 to 2024.
Shu P ; Huang L ; Wang X ; et al.
Publisher: BioMed Central Country of Publication: England NLM ID: 100967793 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2369 (Electronic) Linking ISSN: 14712369 NLM ISO Abbreviation: BMC Nephrol Subsets: MEDLINE

Humans Retrospective Studies Female Male Middle Aged Risk Assessment methods …
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34

Multi-objective optimization of hydrogen production based on integration of process-based modeling and machine learning
Moon, Jong Ah ; Syauqi, Ahmad ; Lim, Hankwon
In Chemical Engineering Journal 15 September 2025 520

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36

dnamite: A Python Package for Neural Additive Models
Van Ness, Mike ; Udell, Madeleine

Computer Science - Machi... Statistics - Machine Lea...
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37

Mixture of Decision Trees for Interpretable Machine Learning
Brüggenjürgen, Simeon ; Schaaf, Nina ; Kerschke, Pascal ; et al.

Computer Science - Machi...
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38

GlyTrait: A Versatile Bioinformatics Tool for Glycomics Analysis
Fu, Bin ; Wang, Guoli ; Li, Chenxin ; et al.
Journal of Proteome Research. 24(11):5484-5497

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39

A Responsible Machine Learning Workflow with Focus on Interpretable Models, Post-hoc Explanation, and Discrimination Testing
Navdeep Gill ; Patrick Hall ; Kim Montgomery ; et al.
Information, Vol 11, Iss 3, p 137 (2020)

deep learning disparate impact explanation fairness gradient boosting machin... interpretable …
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40

Causal inference for interpretable and robust deep learning in mobility analysis
Hong, Ye ; Raubal, Martin

Next location prediction Causal Intervention Domain shift Individual mobility simu... Mobility behavior
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