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Nilesh Sakpal's Projects

deep-semantic-similarity-model icon deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

helit icon helit

My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.

keyphrase-extraction icon keyphrase-extraction

Key-phrase extraction for research publications using graph-representation of texts and centrality measures

linear_regression_demo icon linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

nlqa icon nlqa

Natural Language Question Answering Engine

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

text-analytics-with-python icon text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress (part of Springer Science+Business Media).

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

thinkpat icon thinkpat

A bare bones analysis tool based on vue and express

tutorials icon tutorials

Natural Language Processing Notebooks for Patent Data

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