benikah Goto Github PK

pitch_clf

Predicting pitch type based on pitch ballistics using 2017 MLB Statcast data.

portfolioopt

Financial Portfolio Optimization Routines in Python

py-goldsberry

Python Package for facilitating analysis of NBA Data

pybaseball

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

pydfs-lineup-optimizer

Daily Fantasy Sports lineup optimzer for all popular daily fantasy sports sites

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

sads

Sports Analytics and Data Science

scrapers

my scraping adventures

scripts-to-work-with-probasketball-api

Python scripts to work with Probasketball api

shotscraper

simulations

Simulation of a Basketball game

spinglass

sports-odds-algorithms

System that calculates and uses algorithms to predict the outcome of NBA, NHL, and MLB sports games.

sportscraper

sportvu

Working with NBA sportvu data

statcast

Exploration of MLB Statcast data

statcast-client-cli

baseballsavant scraper

statcast-data-analysis

Files used to manage and analyze data from MLB Statcast

statcast-modeling

Model/predict batted ball outcomes with Statcast data

statcast_regression

Statcast is Major League Baseball's video tracking system that logs data for each pitch and play in every MLB baseball game. A recent spike in leaguewide homerun totals have been ascribed to adjustments hitters have made based on Statcast data. Namely, players are increasing their batted ball launch angle which is leading to better outcomes (Specifically, more homeruns)

statcast_scraper

A python-based scraper/parser for MLB Statcast data files

statsnba-playbyplay

Parsing play-by-play data from stats.nba.com

stockprediction

Data and code of my Medium story on stock prediction with TensorFlow

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook