arapat Goto Github PK

amazontopics

Practice topic models techniques on Amazon reviews dataset

arapat-spoj

some of my codes to solving the problems on SPOJ (http://www.spoj.pl)

aws-jupyter

Command-line tool for setting up Jupyter Notebook on AWS

bathymetry

Train boosted trees on the bathymetry data

bathymetry-analysis

bathymetry-talk

boosting_tree_benchmarks

chrome-to-saved.io

Script to migrate Chrome bookmarks to saved.io

d3heatmap

Generate a heat map for exploring correlations between data points

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

election-tweets-crawler

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

information-bottleneck

Scripts while reading the Information Bottleneck Method paper.

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

markdowku

Forked the "markdowku" plugin of Dokuwiki.

metricslib

A Rust library for validating the model performance.

online-methods-for-twitter

a project for analyzing large amounts of twitter data.

pyspark-scripts

Some useful scripts to work with PySpark [http://spark-project.org]

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

Launch Apache Spark and Jupyter Notebook on Amazon Web Services.

spark-notebook-emr

Launch Apache Spark and Jupyter Notebook on Amazon Web Services.

sparkboost

sparrow

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

sparrow-doc

The documentation for Sparrow and TMSN

sparrow-experiments

Analyze logs generated by Sparrow