Preview

henrysky-astroNN-6fb4013
- .gitattributes
  
  30 Bytes
- .readthedocs.yml
  
  122 Bytes
- .travis.yml
  
  1.9 kB
- CODE_OF_CONDUCT.md
  
  3.2 kB
- CONTRIBUTING.md
  
  4.2 kB
- ISSUE_TEMPLATE.md
  
  1.1 kB
- LICENSE
  
  1.1 kB
- MANIFEST.in
  
  53 Bytes
- README.rst
  
  3.6 kB
- astroNN
  - __init__.py
    
    104 Bytes
  - apogee
    - __init__.py
      
      829 Bytes
    - apogee_shared.py
      
      1.9 kB
    - chips.py
      
      13.1 kB
    - downloader.py
      
      21.4 kB
    - plotting.py
      
      11.9 kB
  - config.py
    
    10.5 kB
  - data
    - __init__.py
      
      1.3 kB
    - anderson_2017_dr14_parallax.npz
      
      1.0 MB
    - aspcap_l31c_masks.npy
      
      30.2 kB
    - dr13_contmask.npy
      
      7.6 kB
    - dr14_contmask.npy
      
      7.6 kB
    - gaiadr2_apogeedr14_parallax.npz
      
      8.1 MB
  - datasets
    - __init__.py
      
      314 Bytes
    - apogee_distances.py
      
      3.7 kB
    - apogee_rc.py
      
      2.0 kB
    - apokasc.py
      
      1.3 kB
    - galaxy10.py
      
      4.6 kB
    - h5.py
      
      36.2 kB
    - xmatch.py
      
      3.4 kB
  - gaia
    - __init__.py
      
      502 Bytes
    - downloader.py
      
      14.3 kB
    - gaia_shared.py
      
      18.7 kB
  - lamost
    - __init__.py
      
      700 Bytes
    - chips.py
      
      2.6 kB
    - lamost_shared.py
      
      1.2 kB
  - models
    - ApogeeBCNN.py
      
      5.4 kB
    - ApogeeBCNNCensored.py
      
      22.3 kB
    - ApogeeCNN.py
      
      3.4 kB
    - ApogeeCVAE.py
      
      6.0 kB
    - BayesianCNNBase.py
      
      30.7 kB
    - CNNBase.py
      
      16.4 kB
    - Cifar10CNN.py
      
      3.6 kB
    - ConvVAEBase.py
      
      18.0 kB
    - MNIST_BCNN.py
      
      5.1 kB
    - NeuralNetMaster.py
      
      37.1 kB
    - SimplePolyNN.py
      
      1.5 kB
    - StarNet2017.py
      
      2.9 kB
    - __init__.py
      
      12.3 kB
  - nn
    - __init__.py
      
      2.9 kB
    - callbacks.py
      
      3.2 kB
    - layers.py
      
      27.0 kB
    - losses.py
      
      21.2 kB
    - metrics.py
      
      851 Bytes
    - numpy.py
      
      8.7 kB
    - utilities
      - __init__.py
        
        55 Bytes
      - generator.py
        
        2.4 kB
      - normalizer.py
        
        5.3 kB
  - shared
    - __init__.py
      
      0 Bytes
    - custom_warnings.py
      
      672 Bytes
    - downloader_tools.py
      
      2.5 kB
    - nn_tools.py
      
      3.0 kB
- astroNN_icon_withname.png
  
  113.3 kB
- demo_tutorial
  - NN_uncertainty_analysis
    - README.md
      
      4.3 kB
    - Uncertainty_Demo_MNIST.ipynb
      
      141.6 kB
    - Uncertainty_Demo_quad.ipynb
      
      361.3 kB
    - Uncertainty_Demo_x_sinx.ipynb
      
      356.6 kB
    - Uncertainty_Demo_x_sinx_tfp.ipynb
      
      268.6 kB
    - model.png
      
      13.6 kB
  - VAE
    - .ipynb_checkpoints
      - variational_autoencoder_demo-checkpoint.ipynb
        
        396.6 kB
    - variational_autoencoder_demo.ipynb
      
      396.4 kB
  - gaia_dr1_dr2
    - _astronn_dist.npy
      
      510.1 kB
    - _astronn_dist_err.npy
      
      1.0 MB
    - astroNN_0422_run001
      - astroNN_model_parameter.json
        
        209.9 kB
      - hyperparameter.txt
        
        532 Bytes
      - model_weights.h5
        
        11.7 MB
      - training_history.csv
        
        10.5 kB
    - astroNN_Gaia_DR1_DR2.ipynb
      
      2.6 MB
  - galaxy10
    - Galaxy10_Tutorial.ipynb
      
      353.3 kB
- docs
  - Makefile
    
    608 Bytes
  - make.bat
    
    779 Bytes
  - requirements.txt
    
    244 Bytes
  - source
    - astroNN_icon.png
      
      2.5 MB
    - astroNN_icon_withname.png
      
      113.3 kB
    - astronn_master_folder.PNG
      
      77.2 kB
    - compile_datasets.rst
      
      4.4 kB
    - con_mask_spectra.png
      
      343.1 kB
    - conf.py
      
      5.8 kB
    - fakemag_scale.png
      
      58.5 kB
    - gaia_dr2
      - dr1_coverage_apogee.png
        
        609.7 kB
      - fakemag.png
        
        201.5 kB
      - fapc_apogee_distance_test.png
        
        231.6 kB
      - fapc_gaia_test.png
        
        375.8 kB
      - gaiadr2_astroNN_noname.png
        
        595.2 kB
      - mpae_teff.png
        
        97.5 kB
      - nn_xy.png
        
        187.3 kB
      - nn_xz.png
        
        148.8 kB
      - residue_pc_south.png
        
        160.4 kB
      - uncert_qua_dr2.png
        
        119.6 kB
    - gaia_dr2_special.rst
      
      7.6 kB
    - galaxy10.rst
      
      10.7 kB
    - galaxy10_example.png
      
      323.3 kB
    - h5_example.png
      
      154.1 kB
    - history.rst
      
      3.0 kB
    - index.rst
      
      6.6 kB
    - neuralnets
      - ApogeeCVAE.rst
        
        3.2 kB
      - BCNN.rst
        
        7.2 kB
      - StarNet2017.rst
        
        1.2 kB
      - apogee_bcnn.rst
        
        21.4 kB
      - apogee_bcnncensored.rst
        
        9.7 kB
      - apogee_cnn.rst
        
        4.4 kB
      - basic_usage.rst
        
        15.0 kB
      - bcnn_apogee
        
        Cl_jacobian.png
        
        155.4 kB
        
        Fe_test.png
        
        161.6 kB
        
        Na_jacobian.png
        
        100.8 kB
        
        logg_test.png
        
        240.3 kB
      - bcnncensored_apogee
        
        NN_diagram.png
        
        527.2 kB
        
        m13_new_almg.png
        
        77.8 kB
        
        m13_old_almg.png
        
        56.1 kB
        
        m13vsaspcap.png
        
        137.7 kB
        
        m13vsaspcap_new.png
        
        122.1 kB
      - bnn_regression_loss.png
        
        122.7 kB
      - callback_utils.rst
        
        7.7 kB
      - cifar10.rst
        
        861 Bytes
      - cnn_apogee
        
        logg_test.png
        
        134.9 kB
        
        teff_test.png
        
        115.4 kB
      - layers.rst
        
        20.5 kB
      - losses_metrics.rst
        
        21.2 kB
      - openfolder_m1.png
        
        163.0 kB
      - openfolder_m2.png
        
        172.6 kB
      - vae_demo
        
        C.jpg
        
        371.0 kB
        
        C.png
        
        2.1 MB
        
        Fe.jpg
        
        352.3 kB
        
        Fe.png
        
        2.1 MB
        
        M.jpg
        
        351.3 kB
        
        M.png
        
        2.1 MB
        
        N.jpg
        
        391.3 kB
        
        N.png
        
        2.1 MB
        
        logg.jpg
        
        332.0 kB
        
        logg.png
        
        1.6 MB
        
        teff.jpg
        
        350.0 kB
        
        teff.png
        
        2.1 MB
        
        vae_recon.png
        
        218.8 kB
      - vae_demo.rst
        
        266 Bytes
    - quick_start.rst
      
      10.6 kB
    - tools_apogee.rst
      
      12.9 kB
    - tools_gaia.rst
      
      10.4 kB
    - tools_lamost.rst
      
      1.6 kB
- index.html
  
  148 Bytes
- setup.py
  
  1.5 kB
- tests
  - config.ini
    
    240 Bytes
  - custom_model
    - custom_models.py
      
      3.7 kB
  - test_apogee_downloader.py
    
    1.8 kB
  - test_apogee_model.py
    
    9.0 kB
  - test_apogee_tools.py
    
    3.2 kB
  - test_datasets.py
    
    1.9 kB
  - test_gaia_tools.py
    
    8.5 kB
  - test_lamost_tools.py
    
    454 Bytes
  - test_layers.py
    
    13.9 kB
  - test_loss_func.py
    
    7.8 kB
  - test_models.py
    
    7.9 kB
  - test_numpy_tools.py
    
    4.2 kB
  - test_utilities.py
    
    3.3 kB

henrysky/astroNN-v1.0.0.zip