Extracting knowledge from knowledge graphs using Facebook Pytorch BigGraph. Sergey ZelvenskiyBlockedUnblockFollowFollowingApr 20Machine learning gives us the ability to train a…

Continue Reading# graph

## Visualizing 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 Reading## Introducing PyTorch BigGraph

Introducing PyTorch BigGraphFacebook’s New Framework for Processing Large GraphsJesus RodriguezBlockedUnblockFollowFollowingApr 3Graphs are one of the fundamental data structures in machine learning applications.…

Continue Reading## Graphing Brexit

I’m not sure who it is, but if you spot it let me know and I’ll update the CSV files.…

Continue Reading## Guide to Coding a Custom Convolutional Neural Network in TensorFlow Core

Guide to Coding a Custom Convolutional Neural Network in TensorFlow CoreTutorial for Developing in the Low-Level APIAndrew KrugerBlockedUnblockFollowFollowingMar 12The following…

Continue Reading## Evolving Data Models with JanusGraph

So let’s try to evolve our schema with a few quick traversals. Let’s start by creating a single Performance for…

Continue Reading## Visual 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 Reading## Debugging your tensorflow code right (without so many painful mistakes)

Debugging your tensorflow code right (without so many painful mistakes)Galina OlejnikBlockedUnblockFollowFollowingFeb 9When it comes to discussing writing code on tensorflow,…

Continue Reading## AnzoGraph: A W3C Standards-Based Graph Database

AnzoGraph: A W3C Standards-Based Graph DatabaseAn interview with Barry Zane of Cambridge SemanticsJo StichburyBlockedUnblockFollowFollowingFeb 8IntroductionIn this interview, I’m catching up with…

Continue Reading## Spectral 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 Reading## Graph Databases. What’s the Big Deal?

From my experience most databases are:Not organizedNot easily accessedNot easily manipulatedNot easily updatedWhen we talk about doing data science. In…

Continue Reading## Think your Data Different

Can the context of each node within the graph really help us?Learning from ContextOne well known algorithm that extracts information about…

Continue Reading## The Semantic Knowledge Graph: A Tribute

Noam Chomsky, the philosopher, cognitive scientist, historian, social critic, and father of modern linguistics, has authored over 1,000 articles and…

Continue Reading## Understand 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 Reading## Capture the Essence of Any Video: Visualize its Subtitles as a Graph

Let me demonstrate how it works…Step 1: Network Prism — Getting an Overview of the Video’s ContentFirst, you need to find a video…

Continue Reading## PyTorch Autograd

PyTorch AutogradUnderstanding the heart of PyTorch’s magicVaibhav KumarBlockedUnblockFollowFollowingJan 7Source: http://bumpybrains. com/comics. php?comic=34Let’s just agree, we are all bad at calculus…

Continue Reading## Introduction to Interactive Time Series Visualizations with Plotly in Python

We can also click Edit Chart and open it up in the online editor to make any changes we want…

Continue Reading## Creating Beautiful Twitter Graphs with Python

Demarcus Cousins, a recent pickup, has already made an effort to follow his new teammates (…or already followed them).You could…

Continue Reading## Building Graph Algorithms with Swift

Here’s the process of establishing an edge: //add edge to source vertex func addEdge(source: Vertex, neighbor: Vertex, weight: Int) {…

Continue Reading## Enabling Search Engine on Cosmos Graph Database

Enabling Search Engine on Cosmos Graph DatabaseAbhishekBlockedUnblockFollowFollowingDec 10IntroductionWhen you work with social graph, enterprise wide graph or document graph, Search Engine…

Continue Reading## TensorFlow Filesystem — Access Tensors Differently

The motivation I had behind writing TFFS (TensorFlow File System) can be shared by anyone who has used tensorflow, including…

Continue Reading## TagOverflow — Correlating Tags in Stackoverflow

We imported the whole dump of StackOverflow into Neo4j, ran the algorithms and then visualized the results using Neo4j Browser…

Continue Reading## Graph Theory — Set & Matrix Notation

The first example graph we’ll review contains specific properties that classify it as a simple graph..Two main types of matrix…

Continue Reading## Graph Theory — Basic Properties

We’ll now circle back to highlight the properties of a simple graph in order to provide a familiar jump-off point…

Continue Reading## Graph Theory — On To Network Theory

Among others, these are a few examples of classic network theory problems:Shortest Path Problem — What’s the shortest (cost-wise) path between any…

Continue Reading