Introduction The word “community” has entered mainstream conversations around the world this year thanks in no large part to the…
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Learn How to Perform Feature Extraction from Graphs using DeepWalk
There are so many new avenues that have opened up since I’ve started working with graphs. In this article, I…
Continue ReadingExploratory Data Analysis: Haberman’s Cancer Survival Dataset
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Continue ReadingBuild a Social Network ???? in JavaScript with Graphs!
Friendship circles are a common pattern, these consist of a limited amount of users sharing many common connections. Now, after…
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Various computing functionalities to handle big data. We write code for Apache Spark in Python, R, Scala, and Java in…
Continue ReadingIntroduction to Graphs (Part 1)
“A social network of a karate club was studied by Wayne W. Zachary for a period of three years from…
Continue ReadingText-based Graph Convolutional Network — Bible Book Classification
Text-based Graph Convolutional Network — Bible Book ClassificationA semi-supervised graph-based approach for text classification and inferenceWee Tee SohBlockedUnblockFollowFollowingMay 19The most beautiful graph…
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Machine Learning of When to ‘Love your Neighbour’ in Communication NetworksMarcin AbramBlockedUnblockFollowFollowingMay 9IntroductionPeer-to-peer networks have many advantages over routed communication…
Continue ReadingConnecting and interpolating POIs to a road network
Connecting and interpolating POIs to a road networkScalable interpolation based on the nearest edgeYuwen ChangBlockedUnblockFollowFollowingApr 20This article discusses the process of handling…
Continue ReadingConnecting POIs to a road network
Connecting POIs to a road networkScalable interpolation based on the nearest edgeYuwen ChangBlockedUnblockFollowFollowingApr 20This article discusses the process of handling the integration…
Continue ReadingVisualizing Twitter interactions with NetworkX
Graph is a data structure used to represent and analyze connections between elements. Its two main elements are nodes or…
Continue ReadingA linguistic introduction to d3.js
It was the creation/deletion of nodes based on data. When we first run a d3 program in a blank document,…
Continue ReadingKey Kubernetes Concepts
Kubernetes makes it easier for you to automatically scale your app, reduce downtime, and increase security. No more writing scripts…
Continue ReadingVisual network analysis with Gephi
Visual network analysis with GephiTutorial 03 in a series on controversy mappingAnders Kristian MunkBlockedUnblockFollowFollowingFeb 12In this tutorial, we will cover the…
Continue ReadingHow to Control Neural Network Model Capacity With Nodes and Layers
The capacity of a deep learning neural network model controls the scope of the types of mapping functions that it…
Continue ReadingSpectral clustering
Spectral clusteringThe intuition and math behind how it works!Neerja DoshiBlockedUnblockFollowFollowingFeb 4What is clustering?Clustering is a widely used unsupervised learning method. The…
Continue ReadingWhat’s going on in libcluster? (Elixir library overview)
The README and documentation are pretty good. They cover the features of the library and provide a mini “getting started”…
Continue ReadingUnderstand TensorFlow by mimicking its API from scratch
Understand TensorFlow by mimicking its API from scratchDominic E. BlockedUnblockFollowFollowingJan 10Photo by Marc-Olivier Jodoin on UnsplashTensorFlow is a very powerful and open…
Continue Reading50-node Presto Cluster on Amazon EMR
$ hive CREATE EXTERNAL TABLE trips_orc ( trip_id INT, vendor_id STRING, pickup_datetime TIMESTAMP, dropoff_datetime TIMESTAMP, store_and_fwd_flag STRING, rate_code_id SMALLINT, pickup_longitude…
Continue ReadingInfection Modeling — Part 1
An infected node is removed from the network after r time-steps, signifying either recovery and post-infection immunity, or death, depending…
Continue ReadingMany Nodes, One Distributed System
Well, when it comes to distributed systems, the answer is…not always.Even though the operations within a node occur in order,…
Continue ReadingGenerating A Twitter Ego-Network & Detecting Communities
The rest of this post will highlight some methods of extracting insights from our network graph.Reminder that this is a…
Continue ReadingAn Introduction to TensorFlow and implementing a simple Linear Regression Model
After that is done we simply need to run the graph.So, there are basically 3 different types of nodes which…
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