<commit_before><commit_msg>Added README<commit_after># datasyn-nn
Tensorflow implementation of top-down tree LSTM, that learns patterns over [DSL](https://bitbucket.org/vijayaraghavan-murali/datasyn-dsl) trees.
Based on the paper [Top-down Tree Long Short-Term Memory Networks](http://aclweb.org/anthology/N/N16/N16-1035.pdf)

# Requirements
- Tensorflow

# Basic Usage
Coming soon...
{'fraction_non_alphanumeric': 0.1171875, 'fraction_numerical': 0.020833333333333332, 'mean_word_length': 5.311475409836065, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2028112', 'n_tokens_mistral': 139, 'n_tokens_neox': 127, 'n_words': 31}