DSC IEM - rake_new2 - Reports

DSC IEM/rake_new2/malayaj-rath.md

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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](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/malayajrath_feature_SpellCheck) & [Topic Modelling](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/malayajrath_feature_TopicModeling) which belongs to [Rake_new2](https://github.com/BALaka-18/rake_new2/tree/master) 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](https://github.com/malayaj2000) an undergraduate student from [NIT ROURKELA](https://www.nitrkl.ac.in/) as part of [Winter of Code](https://winterofcode.com/).
+
+ This project was mentored by - [Balaka Biswas](https://github.com/BALaka-18) 
+
+
+# Contributions
+
+ 14 [commits](https://github.com/BALaka-18/rake_new2/commits/feature-addition)
+
+ ### 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](https://github.com/BALaka-18/rake_new2/pull/34) [Automatic Spell Check](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/malayajrath_feature_SpellCheck) 
+
+ ### 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](https://github.com/BALaka-18/rake_new2/pull/34) [Topic Modelling](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/malayajrath_feature_TopicModeling)
+
+# 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](https://github.com/BALaka-18/rake_new2/pull/34) 
+
+# 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](https://winterofcode.com/),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](https://github.com/BALaka-18/rake_new2/tree/master) - [Balaka Biswas](https://github.com/BALaka-18) for guiding me through all problems and going through my PR.
+
+WoC & rake_new2 will remain a memorable experience for me. 

DSC IEM/rake_new2/sayantan-dasgupta.md

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+# Developer - Winter of Code 2020
+# Sayantan Dasgupta
+### DSC IEM : rake_new2
+
+ The project I had worked on was [Sentiment Analysis](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/sayantandasgupta_feature_sentiment-analysis).
+
+ This feature analyzes the sentiment of the piece of text as provided by the user.
+
+ My work in this project has added a sentiment analysis feature to the library [rake_new2](https://github.com/BALaka-18/rake_new2).
+
+ I am [Sayantan Dasgupta](https://github.com/Arka2001) from [IEM, Kolkata](https://iem.edu.in) as part of [Winter of Code](https://winterofcode.com).
+
+ This project was mentored by - [Balaka Biswas](https://github.com/BALaka-18)
+# Contributions
+  - 1. ###Sentiment Analysis
+        In this task, I was responsible for provideing a sentiment analysis feature to the project.
+        It only requires a large corpus of text to work on.
+        All code was written in sync with the rake_new2 tech stack and styles.
+      [#36](https://github.com/BALaka-18/rake_new2/pull/36) [Sentiment Analysis Initial](https://github.com/BALaka-18/rake_new2/tree/feature-addition/feature_enhancements/sayantandasgupta_feature_sentiment-analysis)
+
+# New Features
+1. Sentiment Analysis
+
+    It is an automatic sentiment analyzer which analyzes the sentiment of any piece of text provided by the user.
+
+Here are some of [my PRs](https://github.com/BALaka-18/rake_new2/pull/36) 
+
+# Future Scope
+I hope my contribution to the rake_new2 library has helped in its overall functionalities and efficiency.
+
+I would like to add some more features to this library like a language translator.
+
+The feature that I have added would be very helpful for industrial purposes because it is very important to learn about the sentiments of the general public.
+
+I am looking forward to contributing more to this library.
+
+# Overall Experience
+I have had a great winter. With the WoC 2020, I had a great time in learning something new and also to start contribute to industry level projects. I have gained quite a lot of confidence after the completion of this project. My mentor, Balaka Biswas, was most helpful and cleared all of my doubts with patience. I want to thank her heartily because my project would have not been completed if it wasn't for her guidance.
+
+WoC would remain a memorable experience for me.