Saurabh Mathur (saurabhmathur96)

saurabhmathur96

Geek Repo

Company:@starling-lab

Location:University of Texas at Dallas

Home Page:saurabhmathur96.github.io

Twitter:@mathursaurabh96

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Saurabh Mathur's repositories

clickbait-detector

Detects clickbait headlines using deep learning.

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Neural-Chatbot

A Neural Network based Chatbot

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caching-policies

Implementation of some advanced caching policies

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correlated-topic-model

An implementation of a topic model with logistic normal prior, as described by Blei and Lafferty (2007)

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ExSPN-SPFlow

ExSPN: Explaining Sum-Product Networks

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NICHDChallenge_GDM

Project Repository for the NICHD's Decoding Maternal Morbidity Data Challenge

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Speech-to-Text-Engine

An end to end speech recognition system based on DeepSpeech and Film (Perez, Ethan, et al.)

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autograding-utils

scripts and code snippets used to automate grading assignments

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graphical-models-in-computer-vision

Probabilistic Graphical Models for Computer Vision Tasks

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KiGB

Knowledge-intensive Gradient Boosting: A unified framework for learning gradient boosted decision trees for regression and classification tasks while leveraging human advice for achieving better performance.

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KIL-CN

Knowledge-Intensive learning of Cutset Networks

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lunar-lander

an agent that learns to land a shuttle on the moon in openai's gym environment

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ml-theory

a summary of the basics of statistical learning theory

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mountain-car

an agent that learns to drive an under-powered car up a steep hill

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natural-gradient

Experiments on Natural Gradient based optimization methods

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noisy_or

Knowlege Intensive Noisy-Or

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notes

Paper Reviews and Course notes

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presentations

A collection of some of my presentations

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Semantic-and-Instance-Segmentation

A study on deep learning methods to identify precise boundaries for robot navigation

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structure-score-for-pc

Structure score for probabilistic circuits

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xinu

A file system, a segregated memory allocator, a key value store with ARC and futures (Components built on top of the XINU kernel for P536)

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