Pinned Repositories
ALS
ALS algorithm recommender system
ARCHBOT
Chatbot made on python
blog-web_app-flask
Blog Web App using Python, Flask.
BookRecommenderKNN
This is a book recommender system used to recommend top N books to the user using KNN Algorithm.
code_snippets
collegeproject
Initial under dev clg project
COVID-Racing-Bar-Chart
manasbichoo.github.io
My Personal Website
SongGenreClassifier
spellchecker
We used NLP(Natural Language Processing) to solve this problem. We used character embedding (chars2vec model) to generate vectorized words and plotted them on vector space to map the closest and semantically similar words together using cosine similarity as the metric. We used a pre trained NLP model called as chars2vec for this purpose. Having the character embedding, every single word’s vector can be formed even it is out-of-vocabulary words. This model is a CNN which performs the character embedding. The step by step solution for this problem statement is: Import the chars2vec model for character embedding. Import the text file and read the words stored in it. Make a array(list) of words of the file. Vectorize all the words of that file by chars2vec model’s vectorize method. Train the chars2vec model with training set as the list of vectorized words. Take an input word from the user. Vectorize the input word using chars2vec vectorize method. Find the cosine similarity of that input word with every other word from the text file’s list of words. The word with the highest cosine similarity is the output. Return the word with the highest cosine similarity which is the correct spelling of the misspelled word.
manasbichoo's Repositories
manasbichoo/manasbichoo.github.io
My Personal Website
manasbichoo/blog-web_app-flask
Blog Web App using Python, Flask.
manasbichoo/collegeproject
Initial under dev clg project
manasbichoo/COVID-Racing-Bar-Chart
manasbichoo/SongGenreClassifier
manasbichoo/spellchecker
We used NLP(Natural Language Processing) to solve this problem. We used character embedding (chars2vec model) to generate vectorized words and plotted them on vector space to map the closest and semantically similar words together using cosine similarity as the metric. We used a pre trained NLP model called as chars2vec for this purpose. Having the character embedding, every single word’s vector can be formed even it is out-of-vocabulary words. This model is a CNN which performs the character embedding. The step by step solution for this problem statement is: Import the chars2vec model for character embedding. Import the text file and read the words stored in it. Make a array(list) of words of the file. Vectorize all the words of that file by chars2vec model’s vectorize method. Train the chars2vec model with training set as the list of vectorized words. Take an input word from the user. Vectorize the input word using chars2vec vectorize method. Find the cosine similarity of that input word with every other word from the text file’s list of words. The word with the highest cosine similarity is the output. Return the word with the highest cosine similarity which is the correct spelling of the misspelled word.
manasbichoo/ALS
ALS algorithm recommender system
manasbichoo/ARCHBOT
Chatbot made on python
manasbichoo/BookRecommenderKNN
This is a book recommender system used to recommend top N books to the user using KNN Algorithm.
manasbichoo/code_snippets
manasbichoo/Computer-Vision
Computer Vision
manasbichoo/Covid-19-Detection-using-Chest-X-ray
Predict Covid-19 using chest x-ray scan
manasbichoo/deeplearningprojects
All the deep learning projects
manasbichoo/fastai
The fastai deep learning library, plus lessons and tutorials
manasbichoo/flask_pusher_chat
manasbichoo/GeeksForGeeksScrapper
Scrapes g4g and creates PDF
manasbichoo/Machine-Learning-Web-Apps
Building and Embedding Machine Learning Model into a Web App(With Flask,etc)
manasbichoo/Mcq-Web-App
A python Django MCQ Web App
manasbichoo/menshut
manasbichoo/News-Analytics-NLP
manasbichoo/NLP
NLP Projects
manasbichoo/NLP-Web-App-Flask
Web Application to demonstrate NLP, made using Flask.
manasbichoo/Python
All Algorithms implemented in Python
manasbichoo/Python-1
:snake: Python Programs
manasbichoo/recommendersystem
A recommender system on APACHE SPARK
manasbichoo/RockPaperScissor-AI-
Building an AI to play Rock Paper Scissor using Neural Networks
manasbichoo/Startup-Analysis-EdTech-
This is a public repo of a startup analysis research done by me on EdTech sector.
manasbichoo/TRUMPvsTRUDEAU_tweet_classifier
A machine learning classifier that knows whether President Trump or Prime Minister Trudeau is tweeting.
manasbichoo/whatsapp-bot
Version2: Send whatsapp messages to your friends at specific time (once you have logged in) you want and become omnipresent
manasbichoo/YouTube-Subtitle-Analytics