hsgodhia Goto Github PK

agm_language_model

Aggregate markov language model (Saul & Pereira)

agri_ai

code for agriculture market analysis

bamboo_search

A machine leaning tool for evolving a new generation search engine.

brick2web

Intelligent modules for the future of Retail

canny_edgedetection

character_relations_modeling

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

cpython

The Python programming language

deep_parser

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

dialog-sys

distributed_iot

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

distributed_storage

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

dsa

Commonly used data structures and algorithms.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

godhia.github.io

blog

hred

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

image-stitching

Automatic image stitching

image_resizing

context aware image resizing and blending

independent-study

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 PPDB such as re-ranking using the DAN(deep averaging network as in Iyyer et al)

invideo-faceswap

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

kohails

Central Library SKU Information Retrival and Price Comparator

machine_reading

nlp_papers

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

p2p_system

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pix2pix-680

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

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

reddit_monitor

ruby

A real-time notifications prototype built in ruby/sinatra

squad_rasor_nn

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

viterbi_hmm

viterbi impl for semi-CRF capitalization IO model