diff --git a/DSC IEM/rake_new2/malayaj-rath.md b/DSC IEM/rake_new2/malayaj-rath.md new file mode 100644 index 0000000..5288834 --- /dev/null +++ b/DSC IEM/rake_new2/malayaj-rath.md @@ -0,0 +1,71 @@ +# 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. \ No newline at end of file diff --git a/DSC IEM/rake_new2/sayantan-dasgupta.md b/DSC IEM/rake_new2/sayantan-dasgupta.md new file mode 100644 index 0000000..6084594 --- /dev/null +++ b/DSC IEM/rake_new2/sayantan-dasgupta.md @@ -0,0 +1,40 @@ +# 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.