afcarl / random-indexing-wordrepresentations Goto Github PK
View Code? Open in Web Editor NEWThis project forked from turian/random-indexing-wordrepresentations
Induce word representations using random indexing (RI)
This project forked from turian/random-indexing-wordrepresentations
Induce word representations using random indexing (RI)
random-indexing-wordrepresentations ----------------------------------- by Joseph Turian Induce word representations using random indexing (RI). For information about random indexing, see: http://www.sics.se/~mange/random_indexing.html You can control the hyperparameters by editing hyperparameters.random-indexing.yaml Or you can control the hyperparameters using command-line options. Another implementation (in Java) is semanticvectors: http://code.google.com/p/semanticvectors/ See also: http://github.com/turian/pyrandomprojection a generic library for transforming a Python dictionary into a low-dimensional numpy array. This code is based upon my neural language model code (http://github.com/turian/neural-language-model), so it shares similar idioms for the data it expects. For example, instead of building a vocabulary on-the-fly, we assume that the vocabulary has been preextracted and will be read in. Also, we assume that there is one-sentence-per-line in the training input. REQUIREMENTS: * My python common code: http://github.com/turian/common
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.