<commit_before># how_little_data
This code accompanies the journal article:

How little data is enough? Phase-diagram analysis of sparsity-regularized X-ray computed tomography  
<NAME> and <NAME>  
Phil. Trans. R. Soc. A, Vol. 373, 20140387.  
http://dx.doi.org/10.1098/rsta.2014.0387  

# Contact:
<NAME>, <EMAIL>

<NAME>, <EMAIL>

The package contains code to run all simulations presented in the article and process all data into resulting data files. 

# Data and code to make figures
The resulting data used for the article as well as scripts to produce the figures of the paper are available in Dryad Digital Repository at
http://dx.doi.org/10.5061/dryad.3jg57

#Contributors

Contributors to code used in the study (besides the authors):

AIR Tools

<NAME>, <NAME>, <NAME>.

Version 1.0.

http://www2.compute.dtu.dk/~pcha/AIRtools/


export_fig

<NAME>, <NAME>

http://www.mathworks.com/matlabcentral/fileexchange/23629-export-fig


SNOWMAKER

<NAME>

http://www.maths.manchester.ac.uk/~mlotz/SNOWMAKER.tar.gz


Tabulated polytope phase-transition data

<NAME>

http://people.maths.ox.ac.uk/tanner/data/polytope.mat


get_test_image_isotv_qr_repeat

<NAME>, <NAME>


mosek_wrap

<NAME>, <NAME>ensen


# Structure of code
The code is structured in the following way:<commit_msg>More double spaces.<commit_after># how_little_data
This code accompanies the journal article:

How little data is enough? Phase-diagram analysis of sparsity-regularized X-ray computed tomography  
<NAME> and <NAME>  
Phil. Trans. R. Soc. A, Vol. 373, 20140387.  
http://dx.doi.org/10.1098/rsta.2014.0387  

The package contains code to run all simulations presented in the article and process all data into resulting data files. 

# Contact:
<NAME>, <EMAIL>  
<NAME>, <EMAIL>

# Data and code to make figures
The resulting data used for the article as well as scripts to produce the figures of the paper are available in Dryad Digital Repository at  
http://dx.doi.org/10.5061/dryad.3jg57

#Contributors

Contributors to code used in the study (besides the authors):

AIR Tools  
<NAME>, <NAME>, <NAME>.  
Version 1.0.  
http://www2.compute.dtu.dk/~pcha/AIRtools/

export_fig  
<NAME>, <NAME>  
http://www.mathworks.com/matlabcentral/fileexchange/23629-export-fig

SNOWMAKER  
<NAME>  
http://www.maths.manchester.ac.uk/~mlotz/SNOWMAKER.tar.gz  

Tabulated polytope phase-transition data  
<NAME>  
http://people.maths.ox.ac.uk/tanner/data/polytope.mat

get_test_image_isotv_qr_repeat  
<NAME>, <NAME>  

mosek_wrap  
<NAME>, <NAME>

# Structure of code
The code is structured in the following way:
{'fraction_non_alphanumeric': 0.10414246999612853, 'fraction_numerical': 0.032520325203252036, 'mean_word_length': 4.046875, 'pattern_counts': {'":': 0, '<': 37, '<?xml version=': 0, '>': 37, 'https://': 0, 'lorem ipsum': 0, 'www.': 6, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 2, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3123373', 'n_tokens_mistral': 977, 'n_tokens_neox': 882, 'n_words': 277}