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Developer - Winter of Code 2020

Malayaj Rath

DSC IEM : rake_new2

The Projects I was working on are Automatic Spell Check & Topic Modelling which belongs to Rake_new2 application which is a Rapid Automatic Keyword Extraction library .

Automatic Spell Check help in autocorrection of the misspelt word .

Topic Modelling help to find relevant topics of a given statement or paragraph.

My work in this winter increased the features and accuracy of the library .

I am Malayaj Rath an undergraduate student from NIT ROURKELA as part of Winter of Code.

This project was mentored by - Balaka Biswas

Contributions

14 commits

1. Automatic Spell Check

 In this task ,I was responsible for making a automatic spell checking feature when enabled it correct misspelt words . 

 It avoid names and other similar catagories .

 All code was written in sync with rake_new2 tech stack and style.

#34 Automatic Spell Check

2.Topic Modelling

 In this task, I was responsible for making a Topic Modelling feature when enabled 
 and specified number of topics it find relevant topics .

 All code was written in sync with rake_new2 tech stack and style.

#34 Topic Modelling

New Features

1.  Automatic Spell Check

     It is a auto spell check feature when enabled it correct misspelt words . 

     It internally uses Textblob and Spacy library to identify and correct all necessary error.

2. Topic Modelling

     It topic extracting feature When enabled and specified number of topics it find relevant topics . 

     It internally uses Sklearn's LDA(latent dirichlet allocation) to find topics.

Here are some of my PRs

Future Scope

I hope my work on Automatic Spell Check & Topic Modelling help to improve the rake_new2 library.

Both of the feature could be helpful in various official purposes and also help rest all existing features.

Both Automatic Spell Check & Topic Modelling can be really helpful for finding Sentiment of Statements which is really important now a days .

I hope my contributions will help other future contributions.

I'm looking forward to contribute more to this library and improve the main keyword extractions algorithm

Overall Experience

I had a awesome winter ,2020 working with the team rake_new2 under the program Winter of Codes,2020. It was a very exciting and great experience working in such a collaborative and supportive environment .

I'm thankful to my mentor & creator of rake_new2 - Balaka Biswas for guiding me through all problems and going through my PR.

WoC & rake_new2 will remain a memorable experience for me.