Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the MovieTriples dataset)

this implements a skip-gram model to specialize word embeddings to capture word similarity and not just trivial word relatedness, this is done by training on PPDB. Also includes more experiemnts on…

This is an implementation of the paper Image-to-Image translation popularly known as pix2pix. Main contribution include adding a wgan and ac-gan objective to it

Implementing a code book method for face feature extraction using HoG attribtues and in real-time face swapping source with a target face

context aware image resizing and blending

Implementation of the NACL 2016 Best paper "Unsupervised Learning for Dynamic Fictional Relationships by Iyyer et al"

Implemented several storage algorithms such as primary back replication, sequential consistency, load balancing and consensus

Distributed IoT application implementing critical system algorithms such as leader election, totally ordered multicast, clock synchronization etc

Pytorch implementation of the RaSoR paper "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016) and experiments with various neural components

A neural net based shift-reduce dependency parser (LSTMs and MLP combiner networks, no pretrained embedding)

a very short list of papers and books that I have enjoyed reading in NLP

viterbi impl for semi-CRF capitalization IO model

Aggregate markov language model (Saul & Pereira)

blog

Automatic image stitching

code for agriculture market analysis

Commonly used data structures and algorithms.

Central Library SKU Information Retrival and Price Comparator

Intelligent modules for the future of Retail

A real-time notifications prototype built in ruby/sinatra