maxbellec

from django.core.exceptions import ObjectDoesNotExist
from rest_framework import status
from rest_framework.mixins import CreateModelMixin
from rest_framework.response import Response


class UpdateOrCreateModelMixin(CreateModelMixin):
    """
    Update or create a model instance.
    """

maxbellec

maxbellec

from gensim.corpora.wikicorpus import WikiCorpus
from gensim.models import TfidfModel

wiki = WikiCorpus.load('wiki.corpus')
tfidf = TfidfModel.load("wiki.gensim.tfidfmodel")

# transform sentence in bow
sentence = "hi my name is"
sentence = wiki.dictionary.doc2bow(sentence.lower().split()) # [(662762, 1), (1271346, 1), (1756375, 1), (1770642, 1)]
# tfidf for that sentence

maxbellec

import multiprocessing
from gensim.corpora.wikicorpus import WikiCorpus
from gensim.models.word2vec import Word2Vec
from gensim.models import TfidfModel

# logging is important to get the state of the functions
import logging
logging.basicConfig(format='%(asctime)s: %(levelname)s: %(message)s')
logging.root.setLevel(level=logging.INFO)

maxbellec

maxbellec

import PIL.Image

get_float = lambda x: float(x[0]) / float(x[1])
def convert_to_degrees(value):
    d = get_float(value[0])
    m = get_float(value[1])
    s = get_float(value[2])
    return d + (m / 60.0) + (s / 3600.0)

def get_lat_lon(info):