Aleksey Bilogur

missingno. Missing data visualization module for Python.

geoplot. High-level geospatial data visualization library for Python.

py_d3. D3 block magic for Jupyter notebook.

designing-data-intensive-applications-notes. Reading notes on the excellent "Designing Data-Intensive Applications"

boston-airbnb-geo. A Deep Dive into Geospatial Analysis in Python (Tutorial)

gtfs-tripify. Turn GTFS-RT transit updates into historical arrival data.

wargame-data. An export of unit values from the strategic real-time strategy game Wargame: Red Dragon.

pytorch-training-performance-guide. Guidebook and reference on PyTorch training optimizations

watsongraph. Concept discovery and recommendation library built on top of the IBM Watson cognitive API.

checkpoints. Partial result caching for pandas in Python.

progressive-resizing. Applying progressive resizing to building models in Keras.

hurdat2. Process files and docs for the standardization of NOAA HURDAT2 database.

geoplot-data. Raw data files used by the geoplot examples and documentation

streetmapper. Geospatial tools for working with census blocks, street networks, building footprints in Python

advanced-pandas-exercises. https://www.kaggle.com/residentmario/advanced-pandas-exercises

awesome-machine-learning-operations. A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

socrata-portal-metadata. Python module for exploring Open Data Portal metadata.

citibike. Data processing for a CitiBike trip data visualization.

wargame. A LaTeX guide to unit values in the strategic RTS game "Wargame: Red Dragon".

data-science-team. Presentation materials from the prospective CUNY Baruch Data Science Competition Team.

motor-vehicle-collisions. Using NYPD Motor Vehicle Collisions data from the NYC Open Data portal to study traffic accidents in New York City.

acris. Overview of the New York City Department of Finance's ACRIS dataset(s).

signpostviews. A Jupyter notebook and some associated files studying Signpost article viewership.

nyc-building-values. Jupyter Notebook

python-missing-data. NOW A BLOG POST: http://www.residentmar.io/2016/06/12/null-and-missing-data-python.html

dt-guide. LaTeX guide written to accompany Dwarf Therapist.

airscooter. Command-line utility for simple graph-based data workflows.

fahr. Run remote machine learning model training jobs right from the command line.

yellowbrick-x-keras. How to use the yellowbrick metrics dataviz library with keras

go-bike-sankey. http://www.residentmar.io/2019/01/15/ford-go-bike-maps.html

subway-explorer-api. API for ground-truth MTA subway arrival and departure times.

chain-incidence. Data munging for the subject of http://www.residentmar.io/2016/02/09/average-chain-distance.html and http://gothamist.com/2016/02/09/starbucks_ubiquitous.php

co_reader. A module for retrieving recent NYC DOB certificate of occupancy issuance dates.

mta-data-exploration-old. Dev materials for what became the gtfs-tripify module

plotting-tools. Jupyter Notebook

machine-learning-notes. A microsite hosting my machine learning notes.

browser-networking-notes. Jupyter Notebook

rubbish-geo. Python

rust-learn. Rust

neural-network-notes. My notes from Geoffrey Hinton's neural networks Coursera course

quilt-sagemaker-demo. Jupyter Notebook

coding-challenges-again. Jupyter Notebook

cnn-cifar10. Jupyter Notebook

nyc-transit-archive-old. An archival service for NYC transit data.

streaming-algos. Notebooks implementing a selection of streaming quantile algorithms.

trash-talk. Learnings from garbage.

airflow-playground. Python

incubator-airflow. Apache Airflow (Incubating)

data-structures-js. Implementing my way through a bunch of algos in JavaScript and Python.

fcimporter. A script that handles tedius setup tasks for the Featured Content Report section of the Wikipedia Signpost.

subway-explorer-gmaps-proxy. Simple reverse proxy for the Google Maps Directions API service.

data-visualization-blogging. Slides from a presentation on blogging and you.