kellywzhang

reading-comprehension

Implementing attentive reader model for reading comprehension tasks (entity based questions)

SemiMNIST

Semi-supervised Learning for MNIST

ReadingGroup

Reading group presentations

inference_batched_bandits

Inference for Batched Bandits

adaptively_weighted_Mestimation

Code to reproduce results for "Statistical Inference with M-Estimators on Adaptively Collected Data"

kellywzhang.github.io

kiwi

Simple implementations of recurrent neural network architectures (in progress)

marginal-value-of-adaptive-gradients

My notes on The Marginal Value of Adaptive Gradient Methods in Machine Learning (https://arxiv.org/pdf/1705.08292.pdf)

tensorflow_base

Saving my tensorflow code

allennlp

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

DSGA-1008-Spring2017-A1

Assignment 1 for NYU 2017 sprint class Deep Learning.

GloVe

GloVe model for distributed word representation

glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

kneser-ney

Kneser-Ney implementation in Python

language-style-transfer

learning_to_execute

Learning to Execute

machine-translation

Sequence to Sequence Models for Machine Translation in TensorFlow

math_learning

Learning to Discover Efficient Mathematical Identities

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

proper-noun-classification

RNN Model to classify proper nouns based on word alone

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

recitation01

spinn

SPINN (Stack-augmented Parser-Interpreter Neural Network): fast, batchable, context-aware TreeRNNs

stat-nlp-nyu

Statistical Natural Language Processing at NYU

tensorflow

Computation using data flow graphs for scalable machine learning

trec-car-tools

wids_datathon_2020