reason 0.2.1

NLP Toolbox

Reason

Python easy-to-use natural language processing toolbox.

Install

Install latest stable version using pip:

pip install reason

Quick-Start

Tokenization Tools:

>>> from reason.tokenize import word_tokenize

>>> text = "Testing reason0.1.0, (on: 127.0.0.1). Cool stuff..."
>>> word_tokenize(text, 'alphanumeric')
['Testing', 'reason0.1.0', 'on', '127.0.0.1', 'Cool', 'stuff']

>>> from reason.tokenize import sent_tokenize

>>> text = "Hey, what's up? I love using Reason library!"
>>> sents = sent_tokenize(text)
>>> for sent in sents:
...     print(sent)
Hey, what's up?
I love using Reason library!

Classification Tools:

>>> from reason.classify import NaiveBayesClassifier
>>> classifier = NaiveBayesClassifier(train_set)
>>> y_pred = classifier.classify(new_data)

>>> from reason.metrics import accuracy
>>> accuracy(y_true, y_pred)
0.9358

Dependencies

• NumPy
  Used to handle data
• Pandas
  Used in classify package

Keep in mind NumPy will be automatically installed with Reason.

License

MIT -- See LICENSE for details.