murtyshikhar Goto Github PK

algorithms

Quick and dirty code for Sport programming/Interview problems.

allennlp

An open-source NLP research library, built on PyTorch.

amrcode

Adaptive mesh refinement algorithms as part of Summer research project,2015

artificial-intelligence

Course projects for AI (COL333) - Spring 2015

babble

A system for generating training labels via natural language explanations

col-772-project

Sense specific word embeddings for polysemic words

compressionalgorithms

Fast implementation of Burrows-Wheeler Transformation using Suffix Arrays

cs231n

Code for assignments from cs231N/Convolutional Neural networks for visual recognition

csl333_a3

deeptype

Design, evolve, and train neural type systems.

distributed-vecxmat

A nifty piece of code for Multiplying a huge sparse matrix with a vector using the power of GPUs and distributed computing

dreca

expbert

Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"

expressivo

A symbolic differentiation engine for Polynomials

google-interview-university

A complete daily plan for studying to become a Google software engineer.

graphicalmodels

Implementation of Graphical models along with inference and learning in a series of 3 assignments

hierarchical-typing

Code and Data for all experiments from our ACL 2018 paper "Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking"

kbi

Source code for all models from our IJCAI 2018 Paper "Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for Knowledge Base Inference"

languagepatching

Code for our EMNLP '22 paper "Fixing Model Bugs with Natural Language Patches"

lift-sim

It's an elevator simulator!

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

murtyshikhar.github.io

Personal Website

natural-language-processing

Course projects for NLP (COL772) - Spring 2016

neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

pushdown

pushdown-layers

Code for Pushdown Layers from our EMNLP 2023 paper

question-answering

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

refdb

Stores paper references, outputs to bib/html, does basic sanity checking on bib entries

robustqa

Default final project

structural-grokking

Code for our ACL '23 paper titled "Grokking of Hierarchical Structure in Vanilla Transformers"