Austin Rochford AustinRochford
- Philadelphia, Pa
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AustinRochford
/ oss-bayes-python-pymc3-odsc-east-2019.ipynb
Last active Oct 16, 2019
Open Source Bayesian Inference in Python with PyMC3 - ODSC East 2019
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AustinRochford
/ city-tech-bayes-bandits.ipynb
Last active Apr 19, 2019
Two Years of Bayesian Bandits for E-Commerce
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AustinRochford
/ pp-for-sports-analytics-part-2.ipynb
Created Apr 19, 2019
Probabilistic Programming for Sports Analytics Part 2
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AustinRochford
/ pp-for-sports-analytics-part-1.ipynb
Created Apr 19, 2019
Probabilistic Programming for Sports Analytics Part 1
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AustinRochford
/ hmc-oss-pymc3-amlc-2019.ipynb
Created Apr 10, 2019
The Hamiltonian Monte Carlo Revolution is Open Source: Probabilistic Programming with PyMC3
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AustinRochford
/ total_baseball_park_adjustment_all_teams.ipynb
Last active Feb 5, 2019
Recreating Total Baseball Park Adjustment All Teams
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AustinRochford
/ total_baseball_park_adjustment.ipynb
Last active Feb 5, 2019
Recreating Total Baseball Park Adjustment
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AustinRochford
/ 2017_2018_goalies.csv
Last active Dec 20, 2018
Evaluating Precision in Sports Analytics
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We can make this file beautiful and searchable if this error is corrected: It looks like row 10 should actually have 26 columns, instead of 21. in line 9.
| Rk,Player,Age,Tm,GP,GS,W,L,T/O,GA,SA,SV,SV%,GAA,SO,GPS,MIN,QS,QS%,RBS,GA%-,GSAA,G,A,PTS,PIM | |
| 1,Jake Allen\allenja01,27,STL,59,56,27,25,3,152,1614,1462,.906,2.75,1,7.9,3317,27,.482,8,107,-10.34,0,1,1,0 | |
| 2,Frederik Andersen\anderfr01,28,TOR,66,66,38,21,5,182,2211,2029,.918,2.81,5,13.6,3889,37,.561,8,94,12.06,0,1,1,2 | |
| 3,Craig Anderson\andercr01,36,OTT,58,55,23,25,6,180,1768,1588,.898,3.32,2,7.2,3251,25,.455,11,116,-24.83,0,0,0,2 | |
| 4,Ken Appleby\appleke01,22,NJD,3,1,0,1,0,3,55,52,.945,1.45,0,0.5,124,0,.000,0,,,0,0,0,0 | |
| 5,Jonathan Bernier\bernijo01,29,COL,37,34,19,13,3,95,1092,997,.913,2.85,2,6.2,2001,18,.529,5,99,0.84,0,1,1,0 | |
| 6,Reto Berra\berrare01,31,ANA,5,1,1,1,0,7,95,88,.926,2.31,0,0.7,182,1,1.000,0,,,0,0,0,0 | |
| 7,Jean-Francois Berube\berubje02,26,CHI,13,10,3,6,1,42,398,356,.894,3.78,0,1.4,667,3,.300,3,120,-7.07,0,0,0,0 | |
| 8,Ben Bishop\bishobe01,31,DAL,53,51,26,17,5,120,1437,1317,.916,2.49,5,8.7,2887,27,.529,8,95,6.12,0,1,1,4 | |
| 9,Sergei Bobrovsky\bobrose01,29,CBJ,65,65,37,22,6,158,1993,1835,.921,2.42,5,12.9,3912,38,.585,10, |
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