CentOS 7 上安裝 NBA

全部以root執行

環境安裝

yum -y update

yum -y install epel-release

yum -y install wget make cmake gcc bzip2-devel libffi-devel zlib-devel sqlite-devel git

yum -y groupinstall "Development Tools"

關閉 SELinux

getenforce

setenforce 0

vi /etc/sysconfig/selinux

將 SELINUX=enforcing改為 SELINUX=disabled

開 防火牆 及 port 5000

systemctl start firewalld

systemctl status firewalld

firewall-cmd --zone=public --add-port=5000/tcp --permanent

firewall-cmd --reload

安裝 openssl 1.1.1

yum -y remove openssl openssl-devel

wget https://www.openssl.org/source/openssl-1.1.1w.tar.gz

tar xvf openssl-1.1.1w.tar.gz

cd openssl-1.1*/

./config --prefix=/usr/local/openssl --openssldir=/usr/local/openssl

make -j $(nproc)

make install

ldconfig

tee /etc/profile.d/openssl.sh<<EOF

export PATH=/usr/local/openssl/bin:\$PATH

export LD_LIBRARY_PATH=/usr/local/openssl/lib:\$LD_LIBRARY_PATH

EOF

source /etc/profile.d/openssl.sh

logout

再登入

which openssl

安裝 Python 3.11

cd

wget https://www.python.org/ftp/python/3.11.4/Python-3.11.4.tgz

tar xvf Python-3.11.4.tgz

cd Python-3.11*/

LDFLAGS="${LDFLAGS} -Wl,-rpath=/usr/local/openssl/lib" ./configure --with-openssl=/usr/local/openssl --enable-loadable-sqlite-extensions && make && make altinstall

python3.11

import ssl

ssl.OPENSSL_VERSION

pip3.11 --version

pip3.11 install --upgrade pip

安裝 NBA

cd

git clone https://github.com/kyleskom/NBA-Machine-Learning-Sports-Betting.git

cd NBA-Machine-Learning-Sports-Betting

pip3.11 install -r requirements.txt

python3.11 main.py -xgb -odds=fanduel

包含 fanduel, draftkings, betmgm, pointsbet, caesars, wynn, bet_rivers_ny

取完整資料

cd src/Process-Data

python3.11 -m Get_Data

python3.11 -m Get_Odds_Data

python3.11 -m Create_Games

訓練模型

cd ../Train-Models

python3.11 -m XGBoost_Model_ML

python3.11 -m XGBoost_Model_UO

開啟 web 連線

cd NBA-Machine-Learning-Sports-Betting/Flask

vi app.py

將 python 改為 python3.11

flask --debug run --host=0.0.0.0