schwerdt / takingsearchforaspin Goto Github PK
View Code? Open in Web Editor NEWMy first code to attempt a search process of a set of articles.
My first code to attempt a search process of a set of articles.
In this project, I am trying to implement a search method. I made up a few articles about animals that the program searches, given the string that the user provides. Each article added for searching must go in to the file articlelist (one article per line). The code works by constructing a word vector for the search string. Then the code runs through the articles and computes a word vector for each article. The words in the word vector consist of the words in the search string. Then the word vectors for each article have word counts in that particular article for the words in the search string. Ex. search is: "cats are furry" so the words in the word vector are 'cats', 'are', 'furry' The counts of those words in each article are tracked. If the article has the word 'cats' 2x, 'are' 3x and 'furry' 1x, the word vector is: [2, 3, 1] This vector can be normalized. The simple_search.py code is very simple and uses minimum Euclidian distance between articles and the search string. In search.py, I was testing the Inverse Document Frequency measure on the search. This causes words that appear in a lot of articles to be given less importance (through a smaller weighting factor). One example of this is the word 'are'. I plan to test different methods for finding the best match and then work on adding different article sources.
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.