Hannes Hapke hanneshapke

Machine Learning @digits GDE Machine Learning Ex @SAP,@cambia,@talentpair,@renooble co-author of http://bit.ly/NLPinAction http://pronoun.is/he

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 / 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 / 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.#'),

hanneshapke / redis.config

Last active August 29, 2015 14:24 — forked from yustam/redis.config

	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

hanneshapke / install_postgis_osx.sh

Last active August 29, 2015 14:08 — forked from juniorz/install_postgis_osx.sh

	# 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