shashankg7
Research intern @facebook, and PhD Student at IRLab, University of Amsterdam. Previously: research scientist intern @facebook, data scientist @Flipkart.
UvAAmsterdam
Pinned Repositories
awesome-ML
Curated list of Machine Learning/Data Science resources
Deep-Learning-for-NLP-Resources
List of resources to get started with Deep Learning for NLP.
glove-tensorflow
Tensorflow implementation of Glove Word Embedding Model
glove-theano
GloVe Word Embedding model's implementation in theano
Keras-CNN-QA
Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"
Matrix-Factorization-GPU
Large scale matrix factorization on GPU
pynet
Web Data Extraction from Flat and Nested Records
Seq2Seq
Library to train parallel-aligned sequence data based on Keras
Visual-Question-Answering
Visual Question Answering system's different implementations
word2graph2vec
Representation learning for words and Labelled Documents by modelling them as graph (part of IRE Project at IIIT-H)
shashankg7's Repositories
shashankg7/Keras-CNN-QA
Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"
shashankg7/glove-tensorflow
Tensorflow implementation of Glove Word Embedding Model
shashankg7/WordEmbeddingAutoencoder
An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015
shashankg7/network2vec
Representation learning for graphs
shashankg7/ElasticSearch-WikiIndex
Indexing whole Wikipedia using ElasticSearch in < 50 lines of code
shashankg7/Trust-Inference
Trust Inference using Neural Nets
shashankg7/Autoencoders-1
Torch implementations of various types of autoencoders
shashankg7/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
shashankg7/CNTK
Microsoft Cognitive Toolkit (CNTK)
shashankg7/deepframeworks
Evaluation of Deep Learning Frameworks
shashankg7/edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
shashankg7/fast-neural-style-tensorflow
A tensorflow implementation for fast neural style
shashankg7/Game-Theory-
Assignment solutions for Game Theory course taught at IIIT-Hyderabad
shashankg7/gensim
Topic Modelling for Humans
shashankg7/gFM
gFM: An Efficient Solver for generalized Factorization Machine
shashankg7/hatespeech
shashankg7/hred-qs
Hierarchical Recurrent Encoder Decoder for Query Suggestion
shashankg7/latent-variable-papers
shashankg7/metric-learn
Metric learning algorithms in Python
shashankg7/misc
Python scripts for various stuff: Viterbi algorithm, word2vec, etc...
shashankg7/mycikmcup2016
This repository contains the scripts used during my participation on CIKM Cup 2016 (see http://cikmcup.org/ and https://competitions.codalab.org/competitions/11161)
shashankg7/neural_tokenizer
Tokenize English sentences using neural networks.
shashankg7/nips2016
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2016
shashankg7/NLP-utils
Efficient implementation of commonly used NLP operations
shashankg7/pynlpl
PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).
shashankg7/Reuters-full-data-set
Full dataset of Reuters composed of 8,551,441 news titles, links and timestamps (Jan 2007 - Aug 2016).
shashankg7/SeqGAN
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
shashankg7/topicModelling
A project with topic model implementations
shashankg7/torch-seq2seq-attention
Torch implementation of seq2seq translation with attention
shashankg7/Wikipedia
A Pythonic wrapper for the Wikipedia API