Eric Onofrey 's repositories
Ax
Adaptive Experimentation Platform
permutation_test
Quick notebook for article permutation test example
ff_elo_plots
Assigning and updating elos for all 14 teams in my fantasy football league.
botorch
Bayesian optimization in PyTorch
gp_wallpaper_generate
Notebook that plots a GP function
bandit_algorithms_playground
Code playground to work through exercises in Bandit Algorithms by John Myles White
ds_reference_notebook
DS Reference Notebook
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
chess_hot_hand
Analysis on if the hot hand fallacy applies to chess
anova_example
Empirical example of ANOVA
fantasy_football_simulate
Use Monte Carlo simulations to get win probabilities of the playoffs
nfl_elo
Find the best team in the NFL via elo scores
DollarCostAverage_vs._LumpSum
Comparing dollar cost averaging vs. lump sum investment in the SPY
stat_rethink_python
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
wine_grid_search
Demonstration of sklearn's grid search ability on Kaggle's Wine Quality Dataset
chess_scrape_2
2nd attempt after Chess.com broke my first scrape
energy_time_series
Using Facebook's Prophet to predict energy consumption
taxi_ride_analysis
Exploratory and predictive analysis of 55M taxi rides in New York
chess_scrape
Scrape of Chess.com for deeper analysis on games
dice_game
Diving into the best strategy behind a game I just leanred
tcs_scrape
Scrape The Container Store Store Addresses
drake_rih_sentiment_analysis
Sentiment Analysis of Drake and Rihanna