Showing posts with label text processing. Show all posts
Showing posts with label text processing. Show all posts

Wednesday, 31 December 2014

Python

Python is very powerful programming language, especially for text processing (or NLP) in terms of speed, simplicity, and vastly supported libraries. I've just started using it for two years and already love it.

Here I collect my stuffs relating to Python:

Runtime Libraries
1) 

2) 

IDE 
OS supported: Windows, Android, iOS
Debugging: fully supported
Auto completion: fully supported
Additional tools for Visual Studio: PTVS

2) Vim editor
OS supported: Linux
Debugging: none
Auto completion: none

3) More? See this.

Tutorials
1) Everything can be searched in the Internet :D.

Community-based question answering for everything (including Python).


Sunday, 15 September 2013

Sunday, 3 March 2013

Detection of near-duplicate documents

Intro: A sample implementation of Charikar's hash for identification of similar documents.

Intro: DKPro Similarity is an open source software package for developing text similarity algorithms. The framework is designed to complement DKPro Core, a collection of software components for natural language processing (NLP) based on the Apache UIMA framework. By leveraging the power of the tools available in DKPro Core, it allows for a rich set of similarity computation operations, including the design of full-fledged language processing pipelines and fully customizable processing steps.