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adv_python_rmotr_proj

Programming projects for an advanced Python programming course

algorithmic_toolbox_assignments

Algorithms I implemented while taking the Algorithmic Toolbox course

auction-gym

AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.

autoencoders_review

bashstrap

A quick way to spruce up your terminal in OSX.

basketball_qs

Questions to answer using NBA data

basketball_variance

Does a game with more three pointers result in greater variance in a team's total score?

beta_dist_nba

Who are the best three point shooters in the NBA?

cafe_speed

capital-one-ds-challenge

Capital One Data Science Challenge

comparing_boosting_algorithms

An experiment comparing the performance and runtime of various boosting algorithms for classification

config_files

Configuration files for development environment

dalleepaperframe

diamonds

A data-driven approach to buying diamonds

docker_ds

Data science project that trains and deploys using Docker containers

docker_fun

Fun with docker!

dotfiles

dotfiles containing bash aliases

ejmr_analysis

Scrape, clean, and do some basic text analysis on Econ Job Market Rumour's thread titles

fastai_deeplearning_v2_pt1

Notes and projects for FastAI's Deep Learning Course Part 1

flask-api-example

Flask RESTful API Example

flask-introduction

Step by step Flask Tutorial

flask_restplus_demo

Content for tech talk demonstrating the Flask-RESTPlus extension of the Flask microframework

fp_scala_coursera_exercises

get_nber

Get NBER data

googleplaces_get_data

Use Google Places API to pull various information on establishments

grades_sum_stats

Stata program that calculates some summary statistics of class grades

hwfirms_slides

slides

intro-ml-ws

Materials for a 3-part machine learning workshop I co-taught at Scotiabank

intro-to-databases

kaggle-pipeline

Pipeline for data science competitions