10. 淺嚐味物理
Search for
charged lepton
flavour violation
https://www.kaggle.com/c/flavours-of-physics
Search for new physics on lepton-flavour violation
$15,000 & 673 teams
13. 13
標準模型標準模型 Standard ModelStandard Model
~10-18
m宇宙的尺度 http://htwins.net/scale2/~10-1
m
膠子 光子 W/Z 子 重力子
強作用力 電磁力 弱作用力 重力
夸
克
輕
子
奈米 =10-9
m
14. Machine
Learning is
nothing new
in HEP
People in Tevatron,
B-factories, LEP and LHC
experiments more or less use
MVA in their studies!
(LL, LD → BDT, ANN, .. → DL?)
20. 20
Installing Jupyter & SciPyInstalling Jupyter & SciPy
Setup a virtual environment
(you need python installed before hands)
Using pip:
$ pip3 install virtualenv
You can also use easy_install or apt-get instead
Open a terminal
Type in the following commands:
$ virtualenv -p python3 .scienv
$ source .scienv/bin/activate ← activate the environment!
$ pip3 install --upgrade pip
$ pip3 install jupyter
$ pip3 install scipy pandas sklearn ← you get all packages
Then start the jupyter notebook server:
$ jupyter notebook ← a web page will be loaded automatically
Here we go!