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Surajit Dasgupta's Projects

research_resources icon research_resources

A repo containing links of various tutorials, courses, and papers I've read at some point of time.

rnn-tutorial icon rnn-tutorial

Recurrent Neural Networks - A Short TensorFlow Tutorial

sentence2vec icon sentence2vec

Deep sentence embedding using Sequence to Sequence learning

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

stackoverflow-question-code-dataset icon stackoverflow-question-code-dataset

StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow" (WWW'18)

stanza.io icon stanza.io

Modern XMPP in the browser, with a JSON API

svgbob icon svgbob

Convert your ascii diagram scribbles into happy little SVG

tabulo icon tabulo

Table Detection Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow and Sonnet.)

tensorflow-book icon tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

text2sql-data icon text2sql-data

A collection of datasets that pair questions with SQL queries.

toolbox icon toolbox

Curated list of libraries for a faster machine learning workflow

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