mblondel

"""
(C) Mathieu Blondel - 2010
License: BSD 3 clause

Implementation of the collapsed Gibbs sampler for
Latent Dirichlet Allocation, as described in

Finding scientifc topics (Griffiths and Steyvers)
"""

domoritz

<?php
$auth_url  = "http://search.isiknowledge.com/esti/wokmws/ws/WOKMWSAuthenticate?wsdl";
$auth_client = @new SoapClient($auth_url);
$auth_response = $auth_client->authenticate();

$search_url = "http://search.isiknowledge.com/esti/wokmws/ws/WokSearchLite?wsdl";
$search_client = @new SoapClient($search_url);
$search_client->__setCookie('SID',$auth_response->return);

$search_array = array(

datagrok

This article is now published on my website: Prefer Subshells for Context.

bsweger

Useful Pandas Snippets

A personal diary of DataFrame munging over the years.

Data Types and Conversion

Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)

jg-you

import copy
import networkx
import matplotlib.pyplot as plt

# Generate a graph.
# Here I chose an ER graph.
g = nx.erdos_renyi_graph(20, 0.3)

# Get positions.
# Here I use the spectral layout and add a little bit of noise.

fperez

Polyglot Data Science with IPython & friends

Author: Fernando Pérez.

A demonstration of how to use Python, Julia, Fortran and R cooperatively to analyze data, in the same process.

This is supported by the IPython kernel and a few extensions that take advantage of IPython's magic system to provide low-level integration between Python and other languages.

See the companion notebook for data preparation and setup.

leonjza

docker-in-an-hour

Welcome to docker-in-an-hour! This is a "JIT" for docker, with many explanations being just enough to defend yourself. It is highly recommended that you go and at least Google some of the stuff here after doing the workshop. Read the official docs with real explanations.

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