NingLab
- 34 followers
- Luoyu Road 1037, Wuhan, Hubei, China
- http://www.microbioinformatics.org/
- ningkang@hust.edu.cn
Popular repositories Loading
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BGC-Prophet
BGC-Prophet PublicA deep learning approach that leverages language processing neural network model to accurately identify known BGCs and extrapolate novel ones.
Python 17
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EXPERT-Disease-GGMP
EXPERT-Disease-GGMP PublicOvercoming regional limitations: Transfer learning for cross-regional microbial-based diagnosis of diseases
Repositories
- Moutai-SME Public
The codes, mathematical equations and data sources involved in Moutai-SME project.
HUST-NingKang-Lab/Moutai-SME’s past year of commit activity - MicroProphet Public
MicroProphet is a transformer-based digital twin model for microbial time-series prediction, designed to accurately forecast microbial dynamics without requiring data alignment or imputation, making it suitable for diverse and irregular microbiome datasets.
HUST-NingKang-Lab/MicroProphet’s past year of commit activity - Spatial-Microbiome-Digital-Twins Public
We conducted a cross-ecosystem benchmark of five algorithms (ElasticNet, Lasso, Random Forest, LSTM, PatchTST) on four spatial datasets spanning human body sites, campus locations, and ocean microbiomes structured by depth and currents.
HUST-NingKang-Lab/Spatial-Microbiome-Digital-Twins’s past year of commit activity - BGC-Finder Public
HUST-NingKang-Lab/BGC-Finder’s past year of commit activity - BGC-Prophet Public
A deep learning approach that leverages language processing neural network model to accurately identify known BGCs and extrapolate novel ones.
HUST-NingKang-Lab/BGC-Prophet’s past year of commit activity - MGM Public
MGM (Microbial General Model) as a large-scaled pretrained language model for interpretable microbiome data analysis.
HUST-NingKang-Lab/MGM’s past year of commit activity - DeepMicroFinder Public
HUST-NingKang-Lab/DeepMicroFinder’s past year of commit activity - Moutai-Catalog Public
HUST-NingKang-Lab/Moutai-Catalog’s past year of commit activity - ASD-cancer Public
HUST-NingKang-Lab/ASD-cancer’s past year of commit activity
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