My recent project called WORDZONE

I recently made a Project called WORDZONE.

It has many word related modules which can help user to improve their vocabulary.

Currently few of the features are:

1. Rhyming Dictionary
2. Crossword Helper
3. Scrabble Helper
4. Understand your word
5. Find Similar word
6. Find opposite words
7. Hypernym – Hyponym – Holonymn
8. Learn a new word based on the user’s vocabulary

The data generated by the user in the first 7 modules is used to train a model using LSTM to get an idea about user’s vocabulary and then the model is used to suggest new words for learning.
Hence the 8th module works at a personalized level.

To give the program a nice look, I used Kivy for GUI using which I can convert my project into a mobile app as well.

Demo Link

Will host it soon.

Link to Code

I still have my Review pending in my college so I can’t open source it as of now, will post the link as soon as I am done with the formalities.

The Tech Stack

PROGRAMMING LANGUAGE :
-Python
-Kivy

TOOLS AND LIBRARIES:
-NLTK
-Spell Checker
-Pronouncing
-Datamuse and Oxford API
-Wordfreq
-Pickle

TRAINING MODEL
-LSTM

原文链接：My recent project called WORDZONE