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README.md
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README.md
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Graph Diffusion Transformer for Multi-Conditional Molecular Generation
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Graph Diffusion Transformer for Multi-Conditional Molecular Generation
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================================================================
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================================================================
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## Initial Setup
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Please download NASBench201 dataset(NAS-Bench-201-v1_1-096897.pth) from
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https://drive.google.com/file/d/16Y0UwGisiouVRxW-W5hEtbxmcHw_0hF_/view
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and put it in the `/path/to/repo/graph_dit` folder.
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## Running the code
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start command:
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``` bash
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python main.py --config-name=config.yaml \
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model.ensure_connected=True \
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dataset.task_name='nasbench201' \
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dataset.guidance_target='regression'
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```
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This repository contains the code for the paper "Inverse Molecular Design with Multi-Conditional Diffusion Guidance" by Gang Liu, Jiaxin Xu, Tengfei Luo, and Meng Jiang.
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Paper: https://arxiv.org/abs/2401.13858
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Paper: https://arxiv.org/abs/2401.13858
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This is the code for Graph DiT. The denoising model architecture in `graph_dit/models` looks like:
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<!-- This is the code for Graph DiT. The denoising model architecture in `graph_dit/models` looks like:
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<div style="display: flex;" markdown="1">
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<div style="display: flex;" markdown="1">
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<img src="asset/reverse.png" style="width: 45%;" alt="Description of the first image">
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<img src="asset/reverse.png" style="width: 45%;" alt="Description of the first image">
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<img src="asset/arch.png" style="width: 45%;" alt="Description of the second image">
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<img src="asset/arch.png" style="width: 45%;" alt="Description of the second image">
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</div>
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</div> -->
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## Requirements
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## Requirements
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