bubbl-spark's People
bubbl-spark's Issues
Title clusters (pipeline step 6)
Each document cluster is then titled. Currently this is done by ranking the most important keyword in each cluster by running FastText across the combined corpus of all the documents in the cluster.
Download and clean search results (pipeline step 3)
Each document in the search results should be downloaded and cleaned. All download/cleaning operations should be performed in parallel.
Textrank input documents (pipeline step 1)
Incoming documents must be run through textrank to obtain their keywords.
Distributed query using input document keywords (pipeline step 2)
The search engine should be called with the input document's keywords to determine the related documents. The search engine should be called multiple times, each call obtaining a different segment of the search results. All calls should be performed in parallel with each call being made on a different machine.
Cluster documents (pipeline step 5)
Now we cluster the documents by their document vector
Calculate document vectors (pipeline step 4)
The document vector should be calculated for each cleaned search result. This is done by:
- Converting the document into words (we actually textrank the document to do this).
- Calculate the average word2vec across all all the words in the document to create our document vector
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.