EEDSP
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EEDSP
Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU, Distributed and Parallel Computing, Natural Language Processing
Curated by Shiwon Cho
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Open sourcing the Embedding Projector: a tool for visualizing high dimensional data

Open sourcing the Embedding Projector: a tool for visualizing high dimensional data | EEDSP | Scoop.it

Recent advances in Machine Learning (ML) have shown impressive results, with applications ranging from image recognition, language translation, medical diagnosis and more. With the widespread adoption of ML systems, it is increasingly important for research scientists to be able to explore how the data is being interpreted by the models. However, one of the main challenges in exploring this data is that it often has hundreds or even thousands of dimensions, requiring special tools to investigate the space.

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Data Visualization cheatsheet, plus Spanish translations

Data Visualization cheatsheet, plus Spanish translations | EEDSP | Scoop.it
We've added a new cheatsheet to our collection. Data Visualization with ggplot2 describes how to build a plot with ggplot2 and the grammar of graphics. You will find helpful reminders of how to use...
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VisuAlgo - visualising data structures and algorithms through animation

VisuAlgo - visualising data structures and algorithms through animation | EEDSP | Scoop.it

visualising data structures and algorithms through animation

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Grafana - The Graphite dashboard frontend, editor and graph composer

Grafana - The Graphite dashboard frontend, editor and graph composer | EEDSP | Scoop.it
A unique graphite dashboard aimed to be a general purpose dashboard that looks nice and makes it easy to construct and edit dashboards through the UI. It also contains an advanced and unique graph editor and graphite target expression / function editor. Other notible features are fast client side rendering, select to zoom in, multiple y-axes and graph templating.
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5 online tools in data visualization playground - hadoopsphere.com

5 online tools in data visualization playground - hadoopsphere.com | EEDSP | Scoop.it

While building up an analytics dashboard, one of the major decision points is regarding the type of charts and graphs that would provide better insight into the data.

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Sigma.js 1.0, the next-gen graph drawing lib for the Web, is out! - Linkurious. See Graph Databases Easily

Sigma.js 1.0, the next-gen graph drawing lib for the Web, is out! - Linkurious. See Graph Databases Easily | EEDSP | Scoop.it
At Linkurious our mission is to deliver enterprise-level applications for graph visualization and exploration. We naturally integrate world-class open source technologies in our products, like Neo4j, ElasticSearch and Node.js on the backend. On our Web frontend, graphs are rendered using our fork of Sigma.js, the most efficient graph visualization library on the market. Today the …
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How to design useful monitoring graphs and visualizations - Server Density Blog

How to design useful monitoring graphs and visualizations - Server Density Blog | EEDSP | Scoop.it
The design principles behind designing useful graphs and visualizations for server monitoring - consistency, context, clarity and other graphing principles.
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The Top 20 Data Visualization Tools

The Top 20 Data Visualization Tools | EEDSP | Scoop.it

One of the most common questions I get asked is how to get started with data visualizations. Beyond following blogs, you need to practise – and to practise, you need to understand the tools available. In this article, I want to introduce you to 20 different tools for creating visualizations: from simple charts to complex graphs, maps and infographics. Almost everything here is available for free, and some you have probably installed already.

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Neo4j-Based Bitcoin Block Chain Visualizer

Neo4j-Based Bitcoin Block Chain Visualizer | EEDSP | Scoop.it
Pretty interesting usage of Neo4j for visualizing Bitcoin block chain: Source code available on GitHub. Original title and link: Neo4j-Based Bitcoin Block Chain Visualizer (NoSQL database©myNoSQL)
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5 online tools in data visualization playground - hadoopsphere.com

5 online tools in data visualization playground - hadoopsphere.com | EEDSP | Scoop.it
hadoopsphere.com: 5 online tools in data visualization playground
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How to: network animation with R and the iGraph package & Meaning in data viz | SoMe Lab

How to: network animation with R and the iGraph package & Meaning in data viz | SoMe Lab | EEDSP | Scoop.it

This article lists the steps I take to create a network animation in R

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More on Horizon Charts

More on Horizon Charts | EEDSP | Scoop.it
for background please see prior posts Application of Horizon Plots, Horizon Plot Already Available, and Cubism Horizon Charts in R Some feedback has led me to think that I might have been a little ambitious with my last post on horizon charts.
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オブジェクト同士の関連性から価値を見いだそう「VivaGraphJS」

オブジェクト同士の関連性から価値を見いだそう「VivaGraphJS」 | EEDSP | Scoop.it
最近はソーシャルサービスが流行です。そこで求められるのはユーザまたはオブジェクト間の繋がりになります。それをビジュアル化するのに使えるライブラリがVivaGraphJSです。
Amazonの関連書籍をたどっていくグラフです。
書籍をクリックすると詳細が表示されます。
YouTube版。ノード...
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Visualizing Machine Learning Models

Visualizing Machine Learning Models | EEDSP | Scoop.it
In this post, we will look at how easy visualization can be with Databricks -- a quick display() command can give you immediate feedback about complex models!
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The Architecture of a Data Visualization

The Architecture of a Data Visualization - Accurat studio - Medium
Multilayered Storytelling through Info-spatial Compositions
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Visualizing Algorithms

Visualizing Algorithms | EEDSP | Scoop.it

Algorithms are a fascinating use case for visualization. To visualize an algorithm, we don’t merely fit data to a chart; there is no primary dataset. Instead there are logical rules that describe behavior. This may be why algorithm visualizations are so unusual, as designers experiment with novel forms to better communicate. This is reason enough to study them.

 
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Open sourcing PUE/WUE dashboards

Open sourcing PUE/WUE dashboards | EEDSP | Scoop.it

Last April, we launched public dashboards that visualize real-time energy and water efficiency in ourOregon and North Carolina data centers. We’re proud of our data center efficiency, and we wanted to demystify data centers and share more about what our operations really look like.

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The Art and Science of Data Visualization Part 1 – Introduction to Data Visualization | BEyond

In this part 1 of Data Visualization series video Dr. Dakshinamurthy Kolluru explains why data visualization is important for engineers.

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RAW: A Data Visualization Tool Built for Designers

RAW: A Data Visualization Tool Built for Designers | EEDSP | Scoop.it
So far, data visualization tools have typically been built for developers or data analysts. They often require programming knowledge or produce output that
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To Go from Big Data to Big Insight, Start with a Visual

To Go from Big Data to Big Insight, Start with a Visual | EEDSP | Scoop.it
Lessons on making data useful from inside The New York Times.

Although data visualization has produced some of the most captivating artistic displays in recent memory, some of which have found their way into exhibits at the New York Museum of Modern Art and countless art installations around the world, business leaders are asking: is data visualization actionable?

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canviz - JavaScript library for drawing Graphviz graphs to a web browser canvas - Google Project Hosting

canviz - JavaScript library for drawing Graphviz graphs to a web browser canvas - Google Project Hosting | EEDSP | Scoop.it
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Hive Plots - Linear Layout for Network Visualization - Visually Interpreting Network Structure and Content Made Possible

Hive Plots - Linear Layout for Network Visualization - Visually Interpreting Network Structure and Content Made Possible | EEDSP | Scoop.it

Hive Plots shows the connections between similar genes (nodes) in three related genomes (SL, BA and SN). You can create hive plots in R using the hiveR package.

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Linkurious: Visualize Graph Data Easily

Linkurious: Visualize Graph Data Easily | EEDSP | Scoop.it
Nice tool for visualizing and exploring graph databases: Currently it supports only Neo4j, but it can be extended to other graph databases.
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The Science of Visualization

The Science of Visualization | EEDSP | Scoop.it
In this era of “Big Data,” businesses rely on the accumulation and analysis of raw data to help them understand an uncertain environment. Yet the sheer quantity of available information can overwhelm even the most sophisticated data miner.
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yWorks - The Diagramming Company

yWorks - The Diagramming Company | EEDSP | Scoop.it
High-quality software components for graph analysis, automatic graph layout, and visualization. For Java, the .NET environment, and the Web.
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