Nilesh Sakpal's repositories
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).
AynRandom
ayn random twitter bot
basic_reinforcement_learning
An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
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
My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.
keyphrase-extraction
Key-phrase extraction for research publications using graph-representation of texts and centrality measures
linear_regression_demo
This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube
lip-reading-deeplearning
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
machine-learning
Content for Udacity's Machine Learning curriculum
NLQA
Natural Language Question Answering Engine
patent-generator
Transforms literary/philosophical texts into patent applications
patent-search-keywords
Very basic level python code for finding out key phrases and words in a patent abstract
pointer-generator
Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"
Semantic-Texual-Similarity-Toolkits
Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.
TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
thinkpat
A bare bones analysis tool based on vue and express
thinkpatent
patent analytics