thepowerfuldeez/vk_text_classifier

Neural network classifier of vk (or even facebook) profiles based on texts corpora.

vk_text_classifier

Neural network classifier of vk (or even facebook) profiles based on texts corpora. Files needed to run: dump.rdb vk_texts_classifier.h5 vectorizer.p margins.json (all files go into assets/ subdir)

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Using API:

docker-compose up -d

To rebuild use docker-compose build

API Reference

POST /get_result

{
	"name": "Georgiy", (not necessary)
	"user_vk": VK_TOKEN or VK_ID,
	"user_fb": FB_TOKEN or FB_ID,
	"verbose": True/False (default: False)
}

• Vk id may be used if there's record in database, in all other cases you should use token to get result.

Example:

>>> requests.post("http://78.155.197.212:9999/get_result", json={"name": "Georgiy", "user_vk": 134070307}).json()
{'name': 'Georgiy', 'results': ['Юриспруденция', 'Исследования и разработки', 'Благотворительность', 'Инновации и модернизация']}