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@MLnick
MLnick / sklearn-lr-spark.py
Created February 4, 2013 14:29
SGD in Spark using Scikit-learn
import sys
from pyspark.context import SparkContext
from numpy import array, random as np_random
from sklearn import linear_model as lm
from sklearn.base import copy
N = 10000 # Number of data points
D = 10 # Numer of dimensions
ITERATIONS = 5
@maximebf
maximebf / gist:3986659
Created October 31, 2012 11:56
Jinja2 macro to render WTForms fields with Twitter Bootstrap
{% macro form_field(field) -%}
{% set with_label = kwargs.pop('with_label', False) %}
{% set placeholder = '' %}
{% if not with_label %}
{% set placeholder = field.label.text %}
{% endif %}
<div class="control-group {% if field.errors %}error{% endif %}">
{% if with_label %}
<label for="{{ field.id }}" class="control-label">
{{ field.label.text }}{% if field.flags.required %} *{% endif %}:
@gnunicorn
gnunicorn / forms.html
Created October 13, 2011 16:02
Jinja2 WTForms macros for twitter bootstrap
{%- macro form_field_label(field) -%}
<label for="{{ field.id }}">{{ field.label.text }}
{%- if field.flags.required -%}
<abbr title="Diese Feld muss angegeben werden">*</abbr>
{%- endif %}</label>
{% endmacro %}
{%- macro form_field_description(field) -%}
{% if field.description %}
<span class="descr">{{ field.description }}</span>