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hanneshapke / keras_bidirectional_tagger.py
Created April 6, 2017 22:42 — forked from dirko/keras_bidirectional_tagger.py
Keras bidirectional LSTM NER tagger
# Keras==1.0.6
from keras.models import Sequential
import numpy as np
from keras.layers.recurrent import LSTM
from keras.layers.core import TimeDistributedDense, Activation
from keras.preprocessing.sequence import pad_sequences
from keras.layers.embeddings import Embedding
from sklearn.cross_validation import train_test_split
from keras.layers import Merge
from keras.backend import tf
@hanneshapke
hanneshapke / keras_bidirectional_tagger.py
Created April 6, 2017 22:42 — forked from dirko/keras_bidirectional_tagger.py
Keras bidirectional LSTM NER tagger
# Keras==1.0.6
from keras.models import Sequential
import numpy as np
from keras.layers.recurrent import LSTM
from keras.layers.core import TimeDistributedDense, Activation
from keras.preprocessing.sequence import pad_sequences
from keras.layers.embeddings import Embedding
from sklearn.cross_validation import train_test_split
from keras.layers import Merge
from keras.backend import tf
@hanneshapke
hanneshapke / celery.sh
Last active August 23, 2017 16:22 — forked from amatellanes/celery.sh
Celery handy commands
/* Useful celery config.
app = Celery('tasks',
broker='redis://localhost:6379',
backend='redis://localhost:6379')
app.conf.update(
CELERY_TASK_RESULT_EXPIRES=3600,
CELERY_QUEUES=(
Queue('default', routing_key='tasks.#'),
packages:
yum:
gcc-c++: []
make: []
sources:
/home/ec2-user: http://download.redis.io/releases/redis-2.8.4.tar.gz
commands:
redis_build:
command: make
cwd: /home/ec2-user/redis-2.8.4
# Some good references are:
# http://russbrooks.com/2010/11/25/install-postgresql-9-on-os-x
# http://www.paolocorti.net/2008/01/30/installing-postgis-on-ubuntu/
# http://postgis.refractions.net/documentation/manual-1.5/ch02.html#id2630392
#1. Install PostgreSQL postgis and postgres
brew install postgis
initdb /usr/local/var/postgres
pg_ctl -D /usr/local/var/postgres -l /usr/local/var/postgres/server.log start