Namkyeong/awesome-molecule-text

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Created about 1 year ago
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Namkyeong/awesome-molecule-text

Namkyeong

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Papers about Molecular Machine Learning (MoML) given its human language textual description

AFGRL

The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"

BGRL_Pytorch

Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"

CGIB

The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".

RGRL

The official source code for "Relational Self-Supervised Learning on Graphs"

CMRL

The official source code for "Shift-Robust Molecular Relational Learning with Causal Substructure"

PolySRL_AI4Science

The official source code for "Stoichiometry Representation Learning with Polymorphic Crystal Structures"

AMOLE

The official source code for "Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Model".

NoisyNodes_Pytorch

Pytorch implementation of "Very Deep Graph Neural Networks via Noise Regularisation"

RecSys_paper

implementation of Recommendation System papers

Jupyter Notebook

graph_SSL

Self-supervised learning on Graph Representation Learning (node-level task)