shuyi1981's repositories
Football-matches-prediction
Football matches prediction project
Bayesian-Analysis-with-Python
《用Python做贝叶斯分析》
bayesian-football
Replication of 'Bayesian hierarchical model for the prediction of football results' using pymc
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
BITCOIN-PRICE-PREDICTION-USING-SENTIMENT-ANALYSIS
Predicts real-time bitcoin price using twitter and reddit sentiment, and sends out notifications via SMS.
books_forked
some books
DynBayes
DynBayes
epl-prediction
A Machine Learning solution to predicting the outcome of an English Premier League match
epl-prediction-2017
Predicting weekly football results in EPL for the 2017 season
football-crunching
Analysis and datasets about football (soccer)
gp_tutorial_pydata
PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3
ipython-soccer-predictions
Sample iPython notebook with soccer predictions
karlis-ntzoufras-reproduction
Reproduction of "Bayesian modelling of football outcomes" in Stan
moneyline-team-strengths
Code, analysis, and data for estimating team strengths from odds data
muffin-cupcake
classifying muffin and cupcake recipes using support vector machines
nba-prediction-models
Using machine learning to predict the result of an NBA game
PoissonRegression
Possion Regression Example in Python
predictEPL
Predicting England Premier League's Outcomes Using Sentiment Analysis with Twitter.
Predicting_Winning_Teams
This is the code for "Predicting the Winning Team with Machine Learning" by Siraj Raval on Youtube
premier_league
Premier league betting odds with Bayesian Models
pymc-bivariate-poisson
A Stochastic class implementing the bivariate poisson process for PyMC 2
pymc3_vs_pystan
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg
python-mle
A Python package for performing Maximum Likelihood Estimates
Sportify-
A website to predict the winner of a Soccer game.
stan_workshop_2016
Bayesian Modeling using Stan in R (May/June 2016)
TLGProb
TLGProb: Two-Layer Gaussian Process Regression Model For Winning Probability Calculation of Two-Team Sports
TutorialPyMCRugby
My Tutorial for PyData London