Pinned Repositories
abhinay141.github.io
Amazon-apparel-recommendations
recommend fashion products based on the features extracted from image and text, using both distance based algorithms and collaborative filtering techniques.
amazon-fine-food-reviews-senti-analysis
given a new text review, the algorithm predicts whether the review is positive or not
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
black-friday-sales-prediction
this a regression model which predicts the purchase of each and every customer. proper EDA was performed on the data before the features were considered,for prediction xg boost was used because of it's robustness and simplicity,further hyper parameter tuning will be done for improving the rmse score.
EDA--TUTORIAL
in this notebook all the important analysis and visualizations have been performed on the haberman dataset using different statistical methods, some of which you can use in your next exploratory data analysis.
Personalized-cancer-diagnosis
Classify the given genetic variations/mutations based on evidence from text-based clinical literature , in this project there were three features which included the gene,variation and text feature , featurizations were performed for each of those features, and they were fed to a model which in the end produced a log-loss of 1.16.
quora-insincere-question-prediction
given a semantic glove text vector along with some hand engineered features , the model will predict, whether a question is sincere or not.The model managed a logg-loss score of 0.17, which is phenomenal.the code is written with proper documentation.
shakespeare-sonnet-recommendation-engine
it returns 5 similar sonnets in the vector space using cosine distances.
WordCloud
This program extracts all the text on the given Wikipedia page and makes a beautiful Wordcloud out of the text!
abhinay141's Repositories
abhinay141/live-sketch
This program sketches the video in real-time.
abhinay141/Flask-Adder
This flask application accepts 2 integers and displays their sum on the same webpage.
abhinay141/ColorHistogram
This program makes use of the python Opencv2 library and generates a Histogram of the image that you provide,
abhinay141/Rock-Paper-Scissors-
Enjoy the Rock!Paper!Scissors! game written in python
abhinay141/Flask-Dictionary
This flask application makes use of the Python Dictionary package and renders the meaning of the word on the webpage.
abhinay141/WordCloud
This program extracts all the text on the given Wikipedia page and makes a beautiful Wordcloud out of the text!
abhinay141/external-link-extractor
This program extracts all the external links from a website