Pinned Repositories
clustering_talk
Toy example of clustering.
datasurveyor
A small project for sanity testing data.
Kmeans_SPD_locations
Unsupervised learning to determine optimal Seattle PD station locations. Custom K-means clustering function with GeoPy distance calculations in Python.
machine_learning_from_scratch
Simple machine learning algorithms implemented from scratch in Python for the purposes of fun and education.
ML101
Introductory discussions of machine learning topics
python_model_deployment
Deploying a simple machine learning model with a restful flask app.
Rapid-Rescue
Poisson Regression to predict number of 911 responses in each area of Seattle. K-Means clustering to position resources based on historical trends.
spark_nlp
A data viz and NLP work in progress using Spark and works from Project Gutenberg.
toy_airflow
Playing around with Airflow for a PuPPy lightning talk.
whooper
Whooper is a small collection of utility functions for accessing AWS S3 and AWS Redshift. The goal of Whooper is to be a simple, robust package to ease data work-flow. It is not intended to handle every possible need (for example credential management is largely left to the user) but it is designed to streamline common tasks.
nickbuker's Repositories
nickbuker/Rapid-Rescue
Poisson Regression to predict number of 911 responses in each area of Seattle. K-Means clustering to position resources based on historical trends.
nickbuker/datasurveyor
A small project for sanity testing data.
nickbuker/ML101
Introductory discussions of machine learning topics
nickbuker/python_model_deployment
Deploying a simple machine learning model with a restful flask app.
nickbuker/clustering_talk
Toy example of clustering.
nickbuker/machine_learning_from_scratch
Simple machine learning algorithms implemented from scratch in Python for the purposes of fun and education.
nickbuker/system_monidoro_widget
A system monitor/pomodoro timer widget built in Python.
nickbuker/time_series_rnn
nickbuker/toy_airflow
Playing around with Airflow for a PuPPy lightning talk.
nickbuker/whooper
Whooper is a small collection of utility functions for accessing AWS S3 and AWS Redshift. The goal of Whooper is to be a simple, robust package to ease data work-flow. It is not intended to handle every possible need (for example credential management is largely left to the user) but it is designed to streamline common tasks.
nickbuker/AsteroidsGame
A simple implementation of the classic 80's game Asteroids using pygame.
nickbuker/bootstrap_for_ab_testing
Lunch and learn notebook regarding use of the bootstrap for AB testing.
nickbuker/code_wars_swift
nickbuker/CodewaRs
Completing Codewars problems in R for practice.
nickbuker/DistanceClassifier
A classification model the makes assignments using Euclidean distance from centroids.
nickbuker/git-aware-prompt
Display current Git branch name in your terminal prompt when in a Git working directory.
nickbuker/ISL_labs
Labs from Introduction to Statistical Learning in Jupyter notebooks.
nickbuker/JavaToyRegression
The Toy Regression collection represents a journey across multiple languages. These projects are a Rosetta stone for exploring project structures, matrix libraries, testing infrastructure, and GUI creation for each language.
nickbuker/monte_hall_python
Monte Hall simulator built in Python
nickbuker/monte_hall_R
Monte Hall simulator built in R
nickbuker/puppynet
repo for "Livecoding Madness" deep learning library for PuPPy meetup
nickbuker/PygameBall
Simple Pygame exercise.
nickbuker/python_practice
nickbuker/PythonToyRegression
The Toy Regression collection represents a journey across multiple languages. These projects are a Rosetta stone for exploring project structures, matrix libraries, testing infrastructure, and GUI creation for each language.
nickbuker/rapid_rescue_R
Recreating some of my Python project Rapid-Rescue using R
nickbuker/spark-workshop
nickbuker/text_summarization
Automated summarization of product reviews.
nickbuker/TheSpaceBar
nickbuker/tryr
Messing about in R
nickbuker/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow