maxbellec
/ Notebook like a boss.ipynb
Created May 25, 2018
View Notebook like a boss.ipynb
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maxbellec
/ word2vec_tf_idf_load.py
Last active Jan 27, 2017
View word2vec_tf_idf_load.py
| 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
/ word2vec_tf_idf_from_wikipeida.py
Last active Sep 17, 2018
Create Word2Vec from wikipedia with gensim
View word2vec_tf_idf_from_wikipeida.py
| 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
/ report.ipynb
Created Dec 15, 2016
View report.ipynb
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maxbellec
/ get_lat_lon_exif_pil.py
Last active Feb 26, 2019
— forked from erans/get_lat_lon_exif_pil.py
Get Latitude and Longitude from EXIF using PIL
View get_lat_lon_exif_pil.py
| 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): |