Preview

double_descent_uncertainty-main
- .gitignore
  
  1.8 kB
- README.md
  
  1.1 kB
- core
  - amp
    - __init__.py
      
      0 Bytes
    - gamp.py
      
      2.3 kB
    - likelihood
      - __init__.py
        
        96 Bytes
      - base_likelihood.py
        
        481 Bytes
      - bo_logit_likelihood.py
        
        1.3 kB
      - erm_logit_likelihood.py
        
        1.3 kB
      - logit_likelihood.py
        
        1.5 kB
      - probit_likelihood.py
        
        1.1 kB
    - prior
      - gaussian_prior.py
        
        969 Bytes
      - nonseparable_gaussian_prior.py
        
        1.6 kB
  - erm
    - bootstrap_logistic_regression.py
      
      1.7 kB
    - logistic_regression.py
      
      744 Bytes
    - probit_regression.py
      
      607 Bytes
  - temperature_scaling.py
    
    1.0 kB
  - utility.py
    
    17.4 kB
- data
  - erm_lambda_error.csv
    
    8.1 kB
  - erm_lambda_loss.csv
    
    7.9 kB
  - lambda_evidence.csv
    
    7.3 kB
  - pb_lambda_error.csv
    
    7.4 kB
- environment.yml
  
  175 Bytes
- experiments
  - bayes_optimal.ipynb
    
    74.3 kB
  - eb_error.ipynb
    
    82.7 kB
  - eb_evidence.ipynb
    
    81.9 kB
  - erm_error.ipynb
    
    54.1 kB
  - erm_lambda_0.ipynb
    
    56.2 kB
  - erm_loss.ipynb
    
    55.8 kB
  - search_lambda.py
    
    5.8 kB
  - simulations.py
    
    6.7 kB
- gcmpyo3
  - Cargo.lock
    
    33.6 kB
  - Cargo.toml
    
    428 Bytes
  - src
    - gcmrust
      - channels
        
        base_channel.rs
        
        425 Bytes
        
        erm_logistic.rs
        
        3.4 kB
        
        mod.rs
        
        116 Bytes
        
        normalized_pseudo_bayes_logistic.rs
        
        3.3 kB
        
        pseudo_bayes_logistic.rs
        
        3.3 kB
        
        ridge_regression.rs
        
        615 Bytes
      - data_models
        
        base_partition.rs
        
        1.1 kB
        
        base_prior.rs
        
        594 Bytes
        
        gaussian.rs
        
        925 Bytes
        
        gcm.rs
        
        13.7 kB
        
        logit.rs
        
        4.2 kB
        
        matching.rs
        
        2.7 kB
        
        mod.rs
        
        92 Bytes
        
        probit.rs
        
        2.1 kB
      - mod.rs
        
        54 Bytes
      - python
        
        evidence.rs
        
        5.3 kB
        
        mod.rs
        
        0 Bytes
        
        state_evolution.rs
        
        14.8 kB
        
        utility.rs
        
        1.8 kB
      - state_evolution
        
        integrals.rs
        
        2.0 kB
        
        mod.rs
        
        43 Bytes
        
        state_evolution.rs
        
        6.1 kB
      - utility
        
        approximation.rs
        
        2.9 kB
        
        constants.rs
        
        287 Bytes
        
        errors.rs
        
        231 Bytes
        
        evidence.rs
        
        2.6 kB
        
        kappas.rs
        
        1.9 kB
        
        mod.rs
        
        31 Bytes
    - lib.rs
      
      1.9 kB
- install.sh
  
  36 Bytes
- state_evolution.ipynb
  
  287.4 kB

double_descent_uncertainty-main.zip