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liudongliang's Projects

ai_notes icon ai_notes

machine learning/artificial intelligence notes

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

biolitmap icon biolitmap

Code for the paper "BIOLITMAP: a web-based geolocated and temporal visualization of the evolution of bioinformatics publications" in Oxford Bioinformatics.

bt2100 icon bt2100

BT2100 - Computational Biotechnology

cameo icon cameo

cameo - computer aided metabolic engineering & optimization

conplex icon conplex

Adapting protein language models and contrastive learning for highly-accurate drug-target interaction prediction.

crem icon crem

CReM: chemically reasonable mutations framework

cyanofactorykb icon cyanofactorykb

CyanoFactoryKB is the warehouse system of the CyanoFactory project. Notable is WeDesign, the metabolic modelling feature.

deepdtaf icon deepdtaf

a deep learning architecture for protein-ligand binding affinity prediction

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dlkcat icon dlkcat

Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction

enzyme-datasets icon enzyme-datasets

Enzyme datasets used to benchmark enzyme-substrate promiscuity models

escher icon escher

Build, share, and embed visualizations of metabolic pathways.

finder icon finder

FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)

fsl-mate icon fsl-mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

gln icon gln

Implementation of Retrosynthesis Prediction with Conditional Graph Logic Network

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