thesaurus-lib 0.1.9

Implemented thesaurus library using SOM

Thesaurus Visualization

Current supported languages are:

• English eng
• Russian rus

How to run

Minimalistic way

Install the library:

pip install thesaurus-lib

Create an object and specify the language:

obj = Thesaurus(lang='eng')

Show output:

obj.show_map()

Run with your own foregrounds:

After you install the library and create the object do the following

1. pass them to the library:

text1 = obj.read_pickle('2017')
text2 = obj.read_txt('shakespeare.txt')
text3 = obj.read_text('My foreground in string format')

2. Preprocess your foreground:

texts = dict()
foreground_name = 'Physics articles 2017'
texts[foreground_name] = obj.custom_preprocessing_of_data(text1)

3. Process foregrounds:

processed_foregrounds = obj.process_foreground(foreground_names, texts)

4. Show output:

obj.show_map()

Use your own configurations

After installing the library create a file called 'config.cfg' in your working directory and fill the value with your own files:

[paths]
som_path =
index_path =
back_tokens_path =
back_embeds_path =
stopwords_path =
foregrounds_path =

    [lang]
    som_url =
    embeds_url =
    som_file =
    index_file =
    back_tokens =
    back_embeds =
    embeddings_file =
    STOPWORDS_FILE =
    model =

Note: Don't leave any empty field in config.cfg. For example if you aren't providing a som_file then delete it in your config.cfg and don't keep it in this way:

# fill it or delete it
som_file =