meshgraphnets
Rewrite deepmind/meshgraphnets into pytorch
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Download Latest Version (.zip)- all_job.sh
- cloth_noripple_max_attention_10.sh
- cloth_noripple_max_attention_15.sh
- cloth_noripple_max_attention_3.sh
- cloth_noripple_max_attention_5.sh
- cloth_noripple_max_attention_7.sh
- cloth_noripple_max_noattention_10.sh
- cloth_noripple_max_noattention_15.sh
- cloth_noripple_max_noattention_3.sh
- cloth_noripple_max_noattention_5.sh
- cloth_noripple_max_noattention_7.sh
- cloth_noripple_mean_attention_10.sh
- cloth_noripple_mean_attention_15.sh
- cloth_noripple_mean_attention_3.sh
- cloth_noripple_mean_attention_5.sh
- cloth_noripple_mean_attention_7.sh
- cloth_noripple_mean_noattention_10.sh
- cloth_noripple_mean_noattention_15.sh
- cloth_noripple_mean_noattention_3.sh
- cloth_noripple_mean_noattention_5.sh
- cloth_noripple_mean_noattention_7.sh
- cloth_noripple_min_attention_10.sh
- cloth_noripple_min_attention_15.sh
- cloth_noripple_min_attention_3.sh
- cloth_noripple_min_attention_5.sh
- cloth_noripple_min_attention_7.sh
- cloth_noripple_min_noattention_10.sh
- cloth_noripple_min_noattention_15.sh
- cloth_noripple_min_noattention_3.sh
- cloth_noripple_min_noattention_5.sh
- cloth_noripple_min_noattention_7.sh
- cloth_noripple_pna_attention_10.sh
- cloth_noripple_pna_attention_15.sh
- cloth_noripple_pna_attention_3.sh
- cloth_noripple_pna_attention_5.sh
- cloth_noripple_pna_attention_7.sh
- cloth_noripple_pna_noattention_10.sh
- cloth_noripple_pna_noattention_15.sh
- cloth_noripple_pna_noattention_3.sh
- cloth_noripple_pna_noattention_5.sh
- cloth_noripple_pna_noattention_7.sh
- cloth_noripple_sum_attention_10.sh
- cloth_noripple_sum_attention_15.sh
- cloth_noripple_sum_attention_3.sh
- cloth_noripple_sum_attention_5.sh
- cloth_noripple_sum_attention_7.sh
- cloth_noripple_sum_noattention_10.sh
- cloth_noripple_sum_noattention_15.sh
- cloth_noripple_sum_noattention_3.sh
- cloth_noripple_sum_noattention_5.sh
- cloth_noripple_sum_noattention_7.sh
- cloth_ripple_min_noattention_distancedensity_10.sh
- cloth_ripple_min_noattention_distancedensity_15.sh
- cloth_ripple_min_noattention_distancedensity_3.sh
- cloth_ripple_min_noattention_distancedensity_5.sh
- cloth_ripple_min_noattention_distancedensity_7.sh
- cloth_ripple_min_noattention_equalsize_10.sh
- cloth_ripple_min_noattention_equalsize_15.sh
- cloth_ripple_min_noattention_equalsize_3.sh
- cloth_ripple_min_noattention_equalsize_5.sh
- cloth_ripple_min_noattention_equalsize_7.sh
- cloth_ripple_min_noattention_gradient_10.sh
- cloth_ripple_min_noattention_gradient_15.sh
- cloth_ripple_min_noattention_gradient_3.sh
- cloth_ripple_min_noattention_gradient_5.sh
- cloth_ripple_min_noattention_gradient_7.sh
- cloth_ripple_min_noattention_randomnodes_10.sh
- cloth_ripple_min_noattention_randomnodes_15.sh
- cloth_ripple_min_noattention_randomnodes_3.sh
- cloth_ripple_min_noattention_randomnodes_5.sh
- cloth_ripple_min_noattention_randomnodes_7.sh
- cloth_ripple_sum_noattention_distancedensity_10.sh
- cloth_ripple_sum_noattention_distancedensity_15.sh
- cloth_ripple_sum_noattention_distancedensity_3.sh
- cloth_ripple_sum_noattention_distancedensity_5.sh
- cloth_ripple_sum_noattention_distancedensity_7.sh
- cloth_ripple_sum_noattention_equalsize_10.sh
- cloth_ripple_sum_noattention_equalsize_15.sh
- cloth_ripple_sum_noattention_equalsize_3.sh
- cloth_ripple_sum_noattention_equalsize_5.sh
- cloth_ripple_sum_noattention_equalsize_7.sh
- cloth_ripple_sum_noattention_gradient_10.sh
- cloth_ripple_sum_noattention_gradient_15.sh
- cloth_ripple_sum_noattention_gradient_3.sh
- cloth_ripple_sum_noattention_gradient_5.sh
- cloth_ripple_sum_noattention_gradient_7.sh
- cloth_ripple_sum_noattention_randomnodes_10.sh
- cloth_ripple_sum_noattention_randomnodes_15.sh
- cloth_ripple_sum_noattention_randomnodes_3.sh
- cloth_ripple_sum_noattention_randomnodes_5.sh
- cloth_ripple_sum_noattention_randomnodes_7.sh
- deform_noripple_max_attention_10.sh
- deform_noripple_max_attention_15.sh
- deform_noripple_max_attention_3.sh
- deform_noripple_max_attention_5.sh
- deform_noripple_max_attention_7.sh
- deform_noripple_max_noattention_10.sh
- deform_noripple_max_noattention_15.sh
- deform_noripple_max_noattention_3.sh
- deform_noripple_max_noattention_5.sh
- deform_noripple_max_noattention_7.sh
- deform_noripple_mean_attention_10.sh
- deform_noripple_mean_attention_15.sh
- deform_noripple_mean_attention_3.sh
- deform_noripple_mean_attention_5.sh
- deform_noripple_mean_attention_7.sh
- deform_noripple_mean_noattention_10.sh
- deform_noripple_mean_noattention_15.sh
- deform_noripple_mean_noattention_3.sh
- deform_noripple_mean_noattention_5.sh
- deform_noripple_mean_noattention_7.sh
- deform_noripple_min_attention_10.sh
- deform_noripple_min_attention_15.sh
- deform_noripple_min_attention_3.sh
- deform_noripple_min_attention_5.sh
- deform_noripple_min_attention_7.sh
- deform_noripple_min_noattention_10.sh
- deform_noripple_min_noattention_15.sh
- deform_noripple_min_noattention_3.sh
- deform_noripple_min_noattention_5.sh
- deform_noripple_min_noattention_7.sh
- deform_noripple_pna_attention_10.sh
- deform_noripple_pna_attention_15.sh
- deform_noripple_pna_attention_3.sh
- deform_noripple_pna_attention_5.sh
- deform_noripple_pna_attention_7.sh
- deform_noripple_pna_noattention_10.sh
- deform_noripple_pna_noattention_15.sh
- deform_noripple_pna_noattention_3.sh
- deform_noripple_pna_noattention_5.sh
- deform_noripple_pna_noattention_7.sh
- deform_noripple_sum_attention_10.sh
- deform_noripple_sum_attention_15.sh
- deform_noripple_sum_attention_3.sh
- deform_noripple_sum_attention_5.sh
- deform_noripple_sum_attention_7.sh
- deform_noripple_sum_noattention_10.sh
- deform_noripple_sum_noattention_15.sh
- deform_noripple_sum_noattention_3.sh
- deform_noripple_sum_noattention_5.sh
- deform_noripple_sum_noattention_7.sh
- deform_ripple_min_noattention_distancedensity_10.sh
- deform_ripple_min_noattention_distancedensity_15.sh
- deform_ripple_min_noattention_distancedensity_3.sh
- deform_ripple_min_noattention_distancedensity_5.sh
- deform_ripple_min_noattention_distancedensity_7.sh
- deform_ripple_min_noattention_equalsize_10.sh
- deform_ripple_min_noattention_equalsize_15.sh
- deform_ripple_min_noattention_equalsize_3.sh
- deform_ripple_min_noattention_equalsize_5.sh
- deform_ripple_min_noattention_equalsize_7.sh
- deform_ripple_min_noattention_gradient_10.sh
- deform_ripple_min_noattention_gradient_15.sh
- deform_ripple_min_noattention_gradient_3.sh
- deform_ripple_min_noattention_gradient_5.sh
- deform_ripple_min_noattention_gradient_7.sh
- deform_ripple_min_noattention_randomnodes_10.sh
- deform_ripple_min_noattention_randomnodes_15.sh
- deform_ripple_min_noattention_randomnodes_3.sh
- deform_ripple_min_noattention_randomnodes_5.sh
- deform_ripple_min_noattention_randomnodes_7.sh
- deform_ripple_sum_noattention_distancedensity_10.sh
- deform_ripple_sum_noattention_distancedensity_15.sh
- deform_ripple_sum_noattention_distancedensity_3.sh
- deform_ripple_sum_noattention_distancedensity_5.sh
- deform_ripple_sum_noattention_distancedensity_7.sh
- deform_ripple_sum_noattention_equalsize_10.sh
- deform_ripple_sum_noattention_equalsize_15.sh
- deform_ripple_sum_noattention_equalsize_3.sh
- deform_ripple_sum_noattention_equalsize_5.sh
- deform_ripple_sum_noattention_equalsize_7.sh
- deform_ripple_sum_noattention_gradient_10.sh
- deform_ripple_sum_noattention_gradient_15.sh
- deform_ripple_sum_noattention_gradient_3.sh
- deform_ripple_sum_noattention_gradient_5.sh
- deform_ripple_sum_noattention_gradient_7.sh
- deform_ripple_sum_noattention_randomnodes_10.sh
- deform_ripple_sum_noattention_randomnodes_15.sh
- deform_ripple_sum_noattention_randomnodes_3.sh
- deform_ripple_sum_noattention_randomnodes_5.sh
- deform_ripple_sum_noattention_randomnodes_7.sh
- __init__.py
- encode_process_decode.py
- flag_simple_torch_dataset.py
- gcn.py
- __init__.py
- all_job.sh
- cfd_eval.py
- cfd_model.py
- cloth_eval.py
- cloth_model.py
- cloth_noripple_max_attention_10.sh
- cloth_noripple_max_attention_15.sh
- cloth_noripple_max_attention_3.sh
- cloth_noripple_max_attention_5.sh
- cloth_noripple_max_attention_7.sh
- cloth_noripple_max_noattention_10.sh
- cloth_noripple_max_noattention_15.sh
- cloth_noripple_max_noattention_3.sh
- cloth_noripple_mean_attention_10.sh
- cloth_noripple_mean_attention_15.sh
- cloth_noripple_mean_attention_3.sh
- cloth_noripple_mean_attention_5.sh
- cloth_noripple_mean_attention_7.sh
- cloth_noripple_mean_noattention_10.sh
- cloth_noripple_mean_noattention_15.sh
- cloth_noripple_mean_noattention_3.sh
- cloth_noripple_min_attention_10.sh
- cloth_noripple_min_attention_15.sh
- cloth_noripple_min_attention_3.sh
- cloth_noripple_min_attention_5.sh
- cloth_noripple_min_attention_7.sh
- cloth_noripple_min_noattention_10.sh
- cloth_noripple_min_noattention_15.sh
- cloth_noripple_min_noattention_3.sh
- cloth_noripple_pna_attention_10.sh
- cloth_noripple_pna_attention_15.sh
- cloth_noripple_pna_attention_3.sh
- cloth_noripple_pna_attention_5.sh
- cloth_noripple_pna_attention_7.sh
- cloth_noripple_pna_noattention_10.sh
- cloth_noripple_pna_noattention_15.sh
- cloth_noripple_pna_noattention_3.sh
- cloth_noripple_sum_attention_10.sh
- cloth_noripple_sum_attention_15.sh
- cloth_noripple_sum_attention_3.sh
- cloth_noripple_sum_attention_5.sh
- cloth_noripple_sum_attention_7.sh
- cloth_noripple_sum_noattention_10.sh
- cloth_noripple_sum_noattention_15.sh
- cloth_noripple_sum_noattention_3.sh
- common.py
- continue_job.sh
- dataset.py
- deform_eval.py
- deform_model.py
- deform_noripple_sum_noattention_15.sh
- download_dataset.sh
- encode_process_decode.py
- find_influential_nodes.py
- hpc_simple_all_job.sh
- normalization.py
- plot.sh
- plot_cfd.py
- plot_cloth.py
- plot_deform.py
- README.md
- requirements.txt
- ripple_machine.py
- run_model.py
- student_pool.sh
- task_continue.sh
# Installation Guide
1. Get the code
git clone https://github.com/wwMark/meshgraphnets
Downloads the entire project code from GitHub to your computer.
cd meshgraphnets
Moves into the project folder you just downloaded.
2. Python
Easy RecommendedPrerequisites
pip install -r requirements.txt
Installs the Python libraries listed in requirements.txt (or similar).
python -m tfrecord.tools.tfrecord2idx <file>.tfrecord <file>.id
Runs the Python script (or module).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
// repository documentation
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