Saurabh Mathur's repositories
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
graphical-models-in-computer-vision
Probabilistic Graphical Models for Computer Vision Tasks
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
notes
Paper Reviews and Course notes
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