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View freebase_ner.py
# coding=UTF-8
from __future__ import division
import nltk
import re
import requests
# Add your freebase key here
# If you don't have one, register at https://code.google.com/apis/console
FREEBASE_KEY = ""
@darkseed
darkseed / brnn.py
Created Dec 5, 2017 — forked from windweller/brnn.py
Bayesian Recurrent Neural Network Implementation
View brnn.py
"""
An implementation of the `Local reparameterization trick`
from Kingma & Wellings and
Bayesian RNN
from Fortunato, Blundell & Vinyals
"""
import os
import time
import copy
from os.path import join as pjoin
@darkseed
darkseed / README.rst
Created Aug 15, 2017 — forked from HonzaKral/README.rst
CLI for elaasticsearch-py helpers
View README.rst

Elasticsearch CLI

Experimental CLI interface for the helpers in the `python library`_.

Main purpose is to expose the bulk functionality to enable rapid loading of data into an elasticsearch cluster. Combined with the scan command it can also be used to reindex data from elasticsearch into a different index or cluster.

@darkseed
darkseed / schools.stan
Created Aug 9, 2017 — forked from strongh/schools.stan
toy example of MCMC using (py)stan and (py)spark
View schools.stan
data {
int<lower=0> J; // number of schools
real y[J]; // estimated treatment effects
real<lower=0> sigma[J]; // s.e. of effect estimates
}
parameters {
real mu;
real<lower=0> tau;
real eta[J];
}
@darkseed
darkseed / python-pil-image-sprite.py
Created Apr 22, 2017 — forked from gourneau/python-pil-image-sprite.py
Make sprites of images using Python and PIL
View python-pil-image-sprite.py
#!/usr/bin/python
# This work is licensed under the Creative Commons Attribution 3.0 United
# States License. To view a copy of this license, visit
# http://creativecommons.org/licenses/by/3.0/us/ or send a letter to Creative
# Commons, 171 Second Street, Suite 300, San Francisco, California, 94105, USA.
# from http://oranlooney.com/make-css-sprites-python-image-library/
# Orignial Author Oran Looney <olooney@gmail.com>
View install-ros-kinetic_osx.sh
#!/bin/bash
ROS_DISTRO=${ROS_DISTRO:-kinetic}
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
brew update
brew install cmake
View SparkSQLJira.scala
package com.databricks.spark.jira
import scala.io.Source
import org.apache.spark.rdd.RDD
import org.apache.spark.sql._
import org.apache.spark.sql.functions._
import org.apache.spark.sql.sources.{TableScan, BaseRelation, RelationProvider}
View gist:12f58e684768529b72d7d89f0440ea5e
import org.apache.hadoop.fs.{FileSystem, Path}
import org.apache.hadoop.conf.Configuration
case class S3File(path: String, isDir: Boolean, size: Long) {
def children = listFiles(path)
}
def listFiles(path: String): Seq[S3File] = {
val fs = FileSystem.get(new java.net.URI(path), new Configuration())
fs.listStatus(new Path(path)).map(s => S3File(s.getPath.toString, s.isDir, s.getLen))
View a3c.py
class AC_Network():
def __init__(self,s_size,a_size,scope,trainer):
with tf.variable_scope(scope):
#Input and visual encoding layers
self.inputs = tf.placeholder(shape=[None,s_size],dtype=tf.float32)
self.imageIn = tf.reshape(self.inputs,shape=[-1,84,84,1])
self.conv1 = slim.conv2d(activation_fn=tf.nn.elu,
inputs=self.imageIn,num_outputs=16,
kernel_size=[8,8],stride=[4,4],padding='VALID')
self.conv2 = slim.conv2d(activation_fn=tf.nn.elu,
View Deep Layer Visualization.ipynb
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