arapat

sparrow

Sparrow is a boosting algorithm implementation that is optimized for training on very large datasets and/or in the limited memory settings.

markdowku

Forked the "markdowku" plugin of Dokuwiki.

bathymetry-analysis

vimrc

my vimrc

spark-notebook

Launch Apache Spark and Jupyter Notebook on Amazon Web Services.

aws-jupyter

Command-line tool for setting up Jupyter Notebook on AWS

bathymetry

Train boosted trees on the bathymetry data

sparkboost

sparrow-doc

The documentation for Sparrow and TMSN

election-tweets-crawler

A streaming tweets crawler for collecting tweets related to 2016 US presidential election.

tmsn

general modules for implementing TMSN for various learning algorithms

bathymetry-talk

boosting_tree_benchmarks

datasette

A tool for exploring and publishing data

defnse-talk

Jupyter notebook that were used to create the plots for my defense slides

early-stop-synthetic

edX-nbgrader

jboost

Mirror of JBoost from https://sourceforge.net/projects/jboost/

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine_learning_for_good

Machine learning fundamentals lesson in interactive notebooks

metricslib

A Rust library for validating the model performance.

online-methods-for-twitter

a project for analyzing large amounts of twitter data.

simple-spark-jobserver

A simple server app to receive jobs and submit to Spark, used for CSE 255 in SP16.

simpleurlshortener

Build a Simple URL Shortener

spark-notebook-emr

Launch Apache Spark and Jupyter Notebook on Amazon Web Services.

sparrow-experiments

Analyze logs generated by Sparrow

sparrow-scripts

sparrow-writeup

Manuscript for SysML 2018

swift-coreml-diffusers

Swift app demonstrating Core ML Stable Diffusion

yarn-ec2

Quickly start YARN cluster on EC2