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anova_example

Empirical example of ANOVA

ax

Adaptive Experimentation Platform

bandit_algorithms_playground

Code playground to work through exercises in Bandit Algorithms by John Myles White

botorch

Bayesian optimization in PyTorch

chess_hot_hand

Analysis on if the hot hand fallacy applies to chess

chess_scrape

Scrape of Chess.com for deeper analysis on games

chess_scrape_2

2nd attempt after Chess.com broke my first scrape

comparable_company_analysis

dice_game

Diving into the best strategy behind a game I just leanred

dollarcostaverage_vs._lumpsum

Comparing dollar cost averaging vs. lump sum investment in the SPY

drake_rih_sentiment_analysis

Sentiment Analysis of Drake and Rihanna

ds_reference_notebook

DS Reference Notebook

elo_analysis

energy_time_series

Using Facebook's Prophet to predict energy consumption

fantasy_football_simulate

Use Monte Carlo simulations to get win probabilities of the playoffs

ff_elo_plots

Assigning and updating elos for all 14 teams in my fantasy football league.

fivethirtyeight_bets

gas_data_analysis

gp_wallpaper_generate

Notebook that plots a GP function

movie_word_counts

nfl_elo

Find the best team in the NFL via elo scores

permutation_test

Quick notebook for article permutation test example

stat_rethink_python

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

taxi_ride_analysis

Exploratory and predictive analysis of 55M taxi rides in New York

tcs_scrape

Scrape The Container Store Store Addresses

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

wine_grid_search

Demonstration of sklearn's grid search ability on Kaggle's Wine Quality Dataset