Links tagged “data-processing”
25 links, newest first.
pbpython.com
Introduction One of the compelling features of pandas is that it has a rich library of methods for manipulating data.
oreilly.com
Three women wading in a stream gathering leeches (source: Wellcome Library, London) Discover more about streaming in "Learn stream processing with Apache Beam," by Tyler Akidau and Jesse Anderson.
oreilly.com
"Boatmen on the Missouri" by George Caleb Bingham (source: Wikimedia Commons) Discover more about streaming in " Learn stream processing with Apache Beam," by Tyler Akidau and Jesse Anderson.
distill.pub
Experiments in Handwriting with a Neural Network Several interactive visualizations of a generative model of handwriting.
bonobo-project.org
Data should be an enabler, not a pain.
rocketdatascience.org
Definitive Guides to Data Science and Analytics Things The Definitive Guide to anything should be a helpful, informative road map to that topic, including visualizations, lessons learned, best practices, application areas, success stories, suggested reading, and more.
nifi.apache.org
Copyright © 2015 The Apache Software Foundation, Licensed under the Apache License, Version 2.0.
ipyparallel.readthedocs.io
Installing IPython Parallel¶ As of 4.0, IPython parallel is now a standalone package called ipyparallel.
pbpython.com
Simple Output Let’s get started by importing pandas, numpy and xlrowcoltocell .
en.wikipedia.org
Record linkage (RL) refers to the task of finding records "Record \(database\)" ) in a data set that refer to the same entity across different data sources (e.g., data files, books, websites, databases).
github.com
Python impl for TextRank A pure Python implementation of TextRank, based on the Mihalcea 2004 paper.
www-nlp.stanford.edu
GloVe is an unsupervised learning algorithm for obtaining vector representations for words.
nltk.org
from nltk.corpus import brown from nltk.tag import RegexpTagger testsent = brown.sents(categories='news')[0] regexptagger = RegexpTagger( ...
streamhacker.com
word2vec is an algorithm for constructing vector representations of words, also known as word embeddings.
developers.lyst.com
Discuss this post on Hacker News Word embeddings are ways of mathematically representing natural language words in a manner that preserves the semantic and syntactic similarities between them.
dataquest.io
If you’ve done any data science or data analysis work, you’ve probably read in a csv file or connected to a database and queried rows.
drivendata.github.io
Cookiecutter Data Science A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
dask.readthedocs.io
Dask¶ Dask is a flexible parallel computing library for analytics.
pandas.pydata.org
Many of these principles are here to address the shortcomings frequently experienced using other languages / scientific research environments.
