oak-tree

## gist:49fcbee1d2ecfb11c78b1b64bafc9a76
'''Train a Siamese MLP on pairs of digits from the MNIST dataset.

It follows Hadsell-et-al.'06 [1] by computing the Euclidean distance on the
output of the shared network and by optimizing the contrastive loss (see paper
for mode details).

[1] "Dimensionality Reduction by Learning an Invariant Mapping"
    http://yann.lecun.com/exdb/publis/pdf/hadsell-chopra-lecun-06.pdf

Gets to 99.5% test accuracy after 20 epochs.

## use_tensforflow_jit.py
from keras import backend as K
if K.backend() == "tensorflow":
    print("Using tensorflow - try to use jit")
    import keras.backend.tensorflow_backend as bck

    config = bck.tf.ConfigProto()
    config.graph_options.optimizer_options.global_jit_level = bck.tf.OptimizerOptions.ON_1
    bck.set_session(bck.tf.Session(config=config))

## gist:ccec4bf5ec0931c29a11629e1a0f9d46
1 #include <Python.h>
2 #include <iostream>
3 #include "theano_mod_helper.h"
4 #include "cuda_ndarray.cuh"
5 //////////////////////
6 ////  Support Code
7 //////////////////////
8
9
10     namespace {

## remove double quote from all file name.sh
for i in \"*\";do echo "$i"; mv "$i" "$(echo "$i" | tr -d \")";done;

## Attachable.java
public interface Attachable {

  public File getFile();
  public String getTitle();
  public String getDescription();
  public String getRealFileName();
  public Double getSize();//double?
  public void saveFile(File destination);

}

## nginx + php
        location ~ [^/]\.php(/|$) {
                fastcgi_split_path_info ^(.+?\.php)(/.*)$;
                if (!-f $document_root$fastcgi_script_name) {
                     return 404;
                }
                # NOTE: You should have "cgi.fix_pathinfo = 0;" in php.ini
                include fastcgi_params;

        #
        #       # With php5-cgi alone:

## commands.sh
####READ COMMENTS
#### comments contain instruction that are must be done and not via terminal!
#############################################################################

# install ubuntu
# make sure to add security group that allows to connect mysql instance
sudo apt-get update
# add ngix repository
#ubnutu get stable
sudo -s

## gist:cc698611ffea076b52530172564ad4d8
for (i=1;i<100;i++) {console.log(i + " "  + Math.log2(i) + " " + Math.ceil(Math.log2(i)));}

## loadcsvlocal.sql
 LOAD DATA INFILE 'treksheb.csv' into table treks_heb
    -> FIELDS TERMINATED BY ','
    -> ENCLOSED BY '"'
    -> LINES TERMINATED BY '\r\n'
    -> IGNORE 1 LINES
    -> (ProductId,name,Shortdescription,FullDescription,AttributeTypeId,CustomValue,DisplayOrder,SpecificationAttributeName,SpecificationAttributeOptionName);

## iframe.html
<!DOCTYPE html>
    <head>
        <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no, minimum-scale=1.0, maximum-scale=1.0">
    </head>
    <style type="text/css">
        html, body {
                    height: 100%;
                    margin: 0;
                }
                iframe {
	'''Train a Siamese MLP on pairs of digits from the MNIST dataset.

	It follows Hadsell-et-al.'06 [1] by computing the Euclidean distance on the
	output of the shared network and by optimizing the contrastive loss (see paper
	for mode details).

	[1] "Dimensionality Reduction by Learning an Invariant Mapping"
	http://yann.lecun.com/exdb/publis/pdf/hadsell-chopra-lecun-06.pdf

	Gets to 99.5% test accuracy after 20 epochs.
	from keras import backend as K
	if K.backend() == "tensorflow":
	print("Using tensorflow - try to use jit")
	import keras.backend.tensorflow_backend as bck

	config = bck.tf.ConfigProto()
	config.graph_options.optimizer_options.global_jit_level = bck.tf.OptimizerOptions.ON_1
	bck.set_session(bck.tf.Session(config=config))
	1 #include <Python.h>
	2 #include <iostream>
	3 #include "theano_mod_helper.h"
	4 #include "cuda_ndarray.cuh"
	5 //////////////////////
	6 //// Support Code
	7 //////////////////////
	8
	9
	10 namespace {
	public interface Attachable {

	public File getFile();
	public String getTitle();
	public String getDescription();
	public String getRealFileName();
	public Double getSize();//double?
	public void saveFile(File destination);

	}
	location ~ [^/]\.php(/\|$) {
	fastcgi_split_path_info ^(.+?\.php)(/.*)$;
	if (!-f $document_root$fastcgi_script_name) {
	return 404;
	}
	# NOTE: You should have "cgi.fix_pathinfo = 0;" in php.ini
	include fastcgi_params;

	#
	# # With php5-cgi alone:
	####READ COMMENTS
	#### comments contain instruction that are must be done and not via terminal!
	#############################################################################

	# install ubuntu
	# make sure to add security group that allows to connect mysql instance
	sudo apt-get update
	# add ngix repository
	#ubnutu get stable
	sudo -s
	LOAD DATA INFILE 'treksheb.csv' into table treks_heb
	-> FIELDS TERMINATED BY ','
	-> ENCLOSED BY '"'
	-> LINES TERMINATED BY '\r\n'
	-> IGNORE 1 LINES
	-> (ProductId,name,Shortdescription,FullDescription,AttributeTypeId,CustomValue,DisplayOrder,SpecificationAttributeName,SpecificationAttributeOptionName);
	<!DOCTYPE html>
	<head>
	<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no, minimum-scale=1.0, maximum-scale=1.0">
	</head>
	<style type="text/css">
	html, body {
	height: 100%;
	margin: 0;
	}
	iframe {