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DataPrep
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data_prep
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ddpm
ddpm
 
 
design
design
 
 
docs
docs
 
 
experiments
experiments
 
 
garbage.txt
garbage.txt
 
 
models_to_train
models_to_train
 
 
noising_process
noising_process
 
 
paper
paper
 
 
plots
plots
 
 
scripts
scripts
 
 
unit_tests
unit_tests
 
 
.gitignore
.gitignore
 
 
AI_AGENT_README.md
AI_AGENT_README.md
 
 
AI_RESEARCH_JOURNAL_ARCHIVE.md
AI_RESEARCH_JOURNAL_ARCHIVE.md
 
 
README.md
README.md
 
 
REALREADME.md
REALREADME.md
 
 
combnet_training_colab.ipynb
combnet_training_colab.ipynb
 
 
data.yaml
data.yaml
 
 
data_subframes.yaml
data_subframes.yaml
 
 
requirements.txt
requirements.txt
 
 
tmp_2d_vs_st.py
tmp_2d_vs_st.py
 
 
tmp_arch_compare.py
tmp_arch_compare.py
 
 
tmp_check_ckpt.py
tmp_check_ckpt.py
 
 
tmp_check_ckpts.py
tmp_check_ckpts.py
 
 
tmp_check_results.py
tmp_check_results.py
 
 
tmp_compare_3models.py
tmp_compare_3models.py
 
 
tmp_compare_6s_vcnn_gp.py
tmp_compare_6s_vcnn_gp.py
 
 
tmp_compare_all.py
tmp_compare_all.py
 
 
tmp_debug_gp_var.py
tmp_debug_gp_var.py
 
 
tmp_diag_gpcnn.py
tmp_diag_gpcnn.py
 
 
tmp_divergence_diagnostic.py
tmp_divergence_diagnostic.py
 
 
tmp_ensemble_test.py
tmp_ensemble_test.py
 
 
tmp_film_diag.py
tmp_film_diag.py
 
 
tmp_full_comparison.py
tmp_full_comparison.py
 
 
tmp_gp_refine_test.py
tmp_gp_refine_test.py
 
 
tmp_helm_compare.py
tmp_helm_compare.py
 
 
tmp_helmholtz_diagnostic.py
tmp_helmholtz_diagnostic.py
 
 
tmp_helmholtz_eval.py
tmp_helmholtz_eval.py
 
 
tmp_maskxt_ablation.py
tmp_maskxt_ablation.py
 
 
tmp_multistep_hybrid.py
tmp_multistep_hybrid.py
 
 
tmp_read_sweep.py
tmp_read_sweep.py
 
 
tmp_read_topo_results.py
tmp_read_topo_results.py
 
 
tmp_show_existing.py
tmp_show_existing.py
 
 
tmp_smoke_split.py
tmp_smoke_split.py
 
 
tmp_stage3_matched_eval.py
tmp_stage3_matched_eval.py
 
 
tmp_stage3_quick_eval.py
tmp_stage3_quick_eval.py
 
 
tmp_strategy_comparison.py
tmp_strategy_comparison.py
 
 
tmp_test_helm_loss.py
tmp_test_helm_loss.py
 
 
tmp_timestep_diagnostic.py
tmp_timestep_diagnostic.py
 
 
tmp_topo_eval_0p5.py
tmp_topo_eval_0p5.py
 
 
tmp_topo_gpdiff_eval.py
tmp_topo_gpdiff_eval.py
 
 
tmp_topo_inference.py
tmp_topo_inference.py
 
 
tmp_uncertainty_calibration.py
tmp_uncertainty_calibration.py
 
 
tmp_vcnn_ddpm_hybrid.py
tmp_vcnn_ddpm_hybrid.py
 
 
tmp_vcnn_paper_numbers.py
tmp_vcnn_paper_numbers.py
 
 
tmp_vcnn_quick.py
tmp_vcnn_quick.py
 
 
tmp_vcnn_vs_ours.py
tmp_vcnn_vs_ours.py
 
 
tmp_verify_gt.py
tmp_verify_gt.py
 
 
tmp_verify_mse.py
tmp_verify_mse.py
 
 
tmp_vor_s6_trace.py
tmp_vor_s6_trace.py
 
 
tmp_vor_single_step.py
tmp_vor_single_step.py
 
 
tmp_vor_topo_eval_0p5.py
tmp_vor_topo_eval_0p5.py
 
 
tmp_vor_trained_eval.py
tmp_vor_trained_eval.py
 
 
tmp_weight_comparison.py
tmp_weight_comparison.py
 
 
tmp_win_rates.py
tmp_win_rates.py
 
 
train_attn_unet_colab.ipynb
train_attn_unet_colab.ipynb
 
 
train_equalized_colab.ipynb
train_equalized_colab.ipynb
 
 

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difussionInpaintingVectorFields

________                       .__       .__                
\______ \   ____   ____   ____ |__| _____|__| ____    ____  
 |    |  \_/ __ \ /    \ /  _ \|  |/  ___/  |/    \  / ___\ 
 |    `   \  ___/|   |  (  <_> )  |\___ \|  |   |  \/ /_/  >
/_______  /\___  >___|  /\____/|__/____  >__|___|  /\___  / 
        \/     \/     \/               \/        \//_____/  
________  .__  _____  _____            .__                 
\______ \ |__|/ ____\/ ____\_ __  _____|__| ____   ____    
 |    |  \|  \   __\\   __\  |  \/  ___/  |/  _ \ /    \   
 |    `   \  ||  |   |  | |  |  /\___ \|  (  <_> )   |  \  
/_______  /__||__|   |__| |____//____  >__|\____/|___|  /  
        \/                           \/               \/
__________              ___.         ___.   .__.__  .__          __  .__        
\______   \_______  ____\_ |__ _____ \_ |__ |__|  | |__| _______/  |_|__| ____  
 |     ___/\_  __ \/  _ \| __ \\__  \ | __ \|  |  | |  |/  ___/\   __\  |/ ___\ 
 |    |     |  | \(  <_> ) \_\ \/ __ \| \_\ \  |  |_|  |\___ \  |  | |  \  \___ 
 |____|     |__|   \____/|___  (____  /___  /__|____/__/____  > |__| |__|\___  >
                             \/     \/    \/                \/               \/ 
   _____             .___     .__                                               
  /     \   ____   __| _/____ |  |                                              
 /  \ /  \ /  _ \ / __ |/ __ \|  |                                              
/    Y    (  <_> ) /_/ \  ___/|  |__                                            
\____|__  /\____/\____ |\___  >____/                                            
        \/            \/    \/                                                  
________                                                                        
\_____  \   ____  ____ _____    ____                                            
 /   |   \_/ ___\/ __ \\__  \  /    \                                           
/    |    \  \__\  ___/ / __ \|   |  \                                          
\_______  /\___  >___  >____  /___|  /                                          
        \/     \/    \/     \/     \/                                           
.___                    .__        __  .__                                      
|   | ____ ___________  |__| _____/  |_|__| ____    ____                        
|   |/    \\____ \__  \ |  |/    \   __\  |/    \  / ___\                       
|   |   |  \  |_> > __ \|  |   |  \  | |  |   |  \/ /_/  >                      
|___|___|  /   __(____  /__|___|  /__| |__|___|  /\___  /                       
         \/|__|       \/        \/             \//_____/     
         
         
         
         

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