saurabhmathur96

clickbait-detector

Detects clickbait headlines using deep learning.

Neural-Chatbot

A Neural Network based Chatbot

saurabhmathur96.github.io

My portfolio

caching-policies

Implementation of some advanced caching policies

correlated-topic-model

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

ExSPN-SPFlow

ExSPN: Explaining Sum-Product Networks

NICHDChallenge_GDM

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

Speech-to-Text-Engine

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

autograding-utils

scripts and code snippets used to automate grading assignments

BHD-CN

BN-Refinement

CN-from-related-datasets

credal-cpd

graphical-models-in-computer-vision

Probabilistic Graphical Models for Computer Vision Tasks

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.

KIL-CN

Knowledge-Intensive learning of Cutset Networks

lunar-lander

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

ml-theory

a summary of the basics of statistical learning theory

mountain-car

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

natural-gradient

Experiments on Natural Gradient based optimization methods

NEURO-SPARK

noisy_or

Knowlege Intensive Noisy-Or

notes

Paper Reviews and Course notes

Ontology-Refinement

pLogicNet

presentations

A collection of some of my presentations

Semantic-and-Instance-Segmentation

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

structure-score-for-pc

Structure score for probabilistic circuits

The-Automatic-Pharmacist

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)