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285 symbols 1,032 edges 52 files 48 documented · 17% ● updated 5y ago★ 522 open issues

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⨍ Functions 233◇ Types & classes 52

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README

TabGNN

The code for our paper “TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction)” and this paper has been accepted by dlp-kdd 2021.

Core symbols most depended-on inside this repo

↓ 13 filesrun_script_with_kwargs

experiments/utils.py

↓ 6 filesget_ds_info

ds_name can be the name of the dataset in data.tabular_ds_info.json, or a path to a .ds_info.json file

data/utils.py

↓ 6 filesget_db_info

data/utils.py

↓ 4 filesGNNModelBase

Base class for all GNN models

models/GNN/GNNModelBase.py

↓ 4 filesTabularDataset

data/TabularDataset.py

↓ 3 filesDummyWriter

utils.py

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Method 162

Function 71

Class 52

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Modules by API surface

data/data_encoders.py83 symbols

models/losses.py24 symbols

utils.py19 symbols

models/GNN/GCN.py17 symbols

models/GNN/GAT.py16 symbols

data/utils.py16 symbols

models/readouts.py15 symbols

models/utils.py13 symbols

models/GNN/HAN.py9 symbols

models/GNN/GNNModelBase.py8 symbols

data/TabularDataset.py8 symbols

data/DatabaseDataset.py8 symbols

For agents

$ claude mcp add TabGNN \
  -- python -m otcore.mcp_server <graph>

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github.com/LARS-research/TabGNN @main

TabGNN

Core symbols most depended-on inside this repo

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For agents

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