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An estimation of physical distribution based on historical data using Gaussian Kernel.

How to run this:


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An estimation of physical distribution based on historical data using Gaussian Kernel.

Pre-requisite: Have q installed. To install q, go to www.kx.com.
You also need to download stat.q file. Can be downloaded from http://kx.com/q/stat.q

To run this:

1.Run gaussian.q

        >q gaussian.q
        
2.Open gaussian.html in your web browser.



{'fraction_non_alphanumeric': 0.06627680311890838, 'fraction_numerical': 0.003898635477582846, 'mean_word_length': 3.4695652173913043, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 4, 'https://': 0, 'lorem ipsum': 0, 'www.': 1, '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': '7223464', 'n_tokens_mistral': 156, 'n_tokens_neox': 149, 'n_words': 66}