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Kevin Mader kmader

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@oarriaga
oarriaga / spatial_transformer_network.py
Last active January 5, 2021 06:51
Implementation of Spatial Transformer Networks (https://arxiv.org/abs/1506.02025) in Keras 2.
from keras.layers.core import Layer
import keras.backend as K
if K.backend() == 'tensorflow':
import tensorflow as tf
def K_arange(start, stop=None, step=1, dtype='int32'):
result = tf.range(start, limit=stop, delta=step, name='arange')
if dtype != 'int32':
result = K.cast(result, dtype)
return result
@jfeala
jfeala / batch.py
Created April 18, 2017 12:33
AWS Batch wrapper for Luigi
"""
AWS Batch wrapper for Luigi
From the AWS website:
AWS Batch enables you to run batch computing workloads on the AWS Cloud.
Batch computing is a common way for developers, scientists, and engineers
to access large amounts of compute resources, and AWS Batch removes the
undifferentiated heavy lifting of configuring and managing the required
@shivaram
shivaram / dataframe_example.R
Created June 2, 2015 23:54
DataFrame example in SparkR
# Download Spark 1.4 from http://spark.apache.org/downloads.html
#
# Download the nyc flights dataset as a CSV from https://s3-us-west-2.amazonaws.com/sparkr-data/nycflights13.csv
# Launch SparkR using
# ./bin/sparkR --packages com.databricks:spark-csv_2.10:1.0.3
# The SparkSQL context should already be created for you as sqlContext
sqlContext
# Java ref type org.apache.spark.sql.SQLContext id 1
@ellisonbg
ellisonbg / test_basic.js
Created August 12, 2012 05:30
Simple test of IPython Notebook using phantomjs and casperjs
// Simple IPython Notebook test
// Requires PhantomJS and CasperJS.
// To run:
// 1) Start a notebook server in an empty directory.
// 2) casperjs test_basic.js
var casper = require('casper').create({
// verbose: true,
// logLevel: "debug"
});