A TastePeptides-Meta system including an umami/bitter classification model Umami_YYDS, a TastePeptidesDB database and an open-source package Auto_Taste_ML

Author:

Cui Zhiyong,Zhang Zhiwei,Zhou Tianxing,Zhou Xueke,Zhang Yin,Meng Hengli,Wang Wenli,Liu YuanORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

General Medicine,Food Science,Analytical Chemistry

Reference41 articles.

1. Antibacterial Activity of Some Flavonoids and Organic Acids Widely Distributed in Plants;Adamczak;Journal of Clinical Medicine,2020

2. CBDPS 1.0: A Python GUI Application for Machine Learning Models to Predict Bitter-Tasting Children's Oral Medicines;Bai;Chemical & Pharmaceutical Bulletin,2021

3. The design of combinatorial libraries using properties and 3D pharmacophore fingerprints;Beno;Drug Discovery Today,2001

4. Prediction of bitterant and sweetener using structure-taste relationship models based on an artificial neural network;Bo;Food Research International,2022

5. Buitinck, L., Louppe, G., Blondel, M., Pedregosa, F., Mueller, A., Grisel, O., . . . Grobler, J. (2013). API design for machine learning software: experiences from the scikit-learn project. Eprint Arxiv.

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