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Mao Jiashun's Projects

libfm icon libfm

Library for factorization machines

ligdream icon ligdream

Novel molecules from a reference shape!

ligegfr icon ligegfr

LigEGFR: Spatial graph embedding and molecular descriptors assisted bioactivity prediction of ligand molecules for epidermal growth factor receptor on a cell line-based dataset

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

limix icon limix

Linear mixed model for genomic analyses.

long-short-transformer icon long-short-transformer

Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch

low-n-protein-engineering icon low-n-protein-engineering

Code and data to reproduce analyses in Biswas et al. (2020) "Low-N protein engineering with data-efficient deep learning".

lstm_chem icon lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

lstm_peptides icon lstm_peptides

Long short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.

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