Om's repositories
EDA-Loan-Dataset
Jupyter notebook for Exploratory Data Analysis on loan dataset
Abstractive-Summarization
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
Deep-Tutorials-for-PyTorch
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Parts-of-Speech-POS--tagging-with-CRF
Jupyter notebook for POS tagging with CRFs
Telecom-Churn-Case-Study
Juyter notebook for analyzing and building multiple predictive models for churn prediction for a telecom company
Viterbi-Algo-and-modifications
This is a Jupyter Notebook with Viterbi algorithm and modifiations to it to accomodate unknown words
HMNet-End-to-End-Abstractive-Summarization-for-Meetings
"End-to-End Abstractive Summarization for Meetings" paper - Unofficial PyTorch Implementation
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
neural-question-generation
Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks
OmPrasad93
Config files for my GitHub profile.
Refresh
Ranking Sentences for Extractive Summarization with Reinforcement Learning
refreshExtractiveNeuralSummarizer
Pytorch implementation of Refresh, a neural extractive summarization model
StarSpace
Learning embeddings for classification, retrieval and ranking.
summarizing_summarization
We summarize the summarization papers presented at major conferences (starting with ACL 2019)
Visual-Question-Answering-in-Medical-Domain
VQA is a multidisciplinary problem which combines two modalities: text and image. It requires computer vision and NLP techniques (probably, reasoning techniques too). The task is to answer a question correctly, where the question is accompanied by an image on which it is based.