# geom-gcn

**Repository Path**: milo7hao/geom-gcn

## Basic Information

- **Project Name**: geom-gcn
- **Description**: Geom-GCN: Geometric Graph Convolutional Networks
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-10
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Geom-GCN: Geometric Graph Convolutional Networks

## ICLR 2020 Submission

#### Required Packages
PyTorch, NetworkX, DGL, Numpy, Scipy, Scikit-Learn, Tensorboard, TensorboardX

#### Table 3
To replicate the Geom-GCN results from Table 3, run
```bash
bash NewTableThreeGeomGCN_runs.txt
```
To replicate the GCN results from Table 3, run
```bash
bash NewTableThreeGCN_runs.txt
```
To replicate the GAT results from Table 3, run
```bash
bash NewTableThreeGAT_runs.txt
```

Results will be stored in `runs`.
#### Combination of Embedding Methods
To replicate the results for utilizing all embedding methods simultaneously, run
```bash
bash ExperimentTwoAllGeomGCN_runs.txt
```

Results will be stored in `runs`.