gauravanand25 Goto Github PK

adv360-pro-zmk

Production repository for the all-new Advantage360 Professional using ZMK engine

aggregate-latent-class-bigram-model

Implementation of Saul and Pereira’s latent-class transition bigram model with EM training on the Brown corpus.

anlp-reverse-dictionary-svd

We have shown that removing the top singular vector (or common principal component) using PCA/SVD can improve on tasks where sentence embeddings and word embeddings share the same space and furthermore this is applicable to the cases when embeddings are learned. We cover two of many possible applications namely reverse dictionary and crossword question answers.

bengio-embedding-lang-model

A Neural Probabilistic Language Model that learns a distributed representation for words.

boundary-layer

Builds Airflow DAGs from configuration files. Powers all DAGs on the Etsy Data Platform

cnn-convlstm-time-series

Inspired by the success and computational efficiency of convolutional architectures for various sequential tasks compared to recurrent neural networks. We explored CNN and RCNN autoencoder whose representations can be utilized for the task of time-series classification. Our results surpass existing RNN and DTW-based-classifiers on 11 out of 30 datasets while the existing RNN achieved 8/30.

coursera-machine-learning

coursera-neural-network-for-ml

Coursera course on Neural Networks for Machine Learning taught by Geoffrey Hinton (University of Toronto)

cv-resume-latex

CV Resume in LaTeX

datasciencecoursera

datasharing

The Leek group guide to data sharing

exploratory-data-analysis

Plotting Assignment 1 for Exploratory Data Analysis

gauravanand25.github.io

Website

linzen-2016-lstm-syntactic-structure

The authors have studied whether LSTMs can capture syntactic structure because they are good at capturing long statistical regularities. The paper focuses mainly on one particular linguistic regularities which is subject-verb agreement.

old-website

A pretentious two-column Jekyll theme.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

recs-explore

udacity-cuda-programming

Introduction to Parallel Programming class code

udacity-reinforcement-learning-burlap