Python Register Classes
python --- 05/10/2020
python --- 05/10/2020
Python Abstract Classes
Python OOP --- 12/17/2019
Boston Housing Price
Python Data Science --- 12/08/2019
Lab 13 Rule Based Machine Learning
Python Data Science --- 12/08/2019
Lab 12 Distance Based Machine Learning
Python Data Science --- 12/07/2019
Lab 11 Model Evaluation
Python Data Science --- 12/06/2019
Lab 10 Linear Models
Python Data Science --- 12/05/2019
Lab 9 Linear Models
Python Data Science --- 12/04/2019
Lab 7 Inference
Python Data Science --- 12/03/2019
Lab 6 Mathematical Distributions
Python Data Science --- 12/02/2019
Lab 5 - Exploratory Data Analysis
Python Data Science --- 12/01/2019
Jupyter virtualenv setup
Python --- 10/07/2019
Setup
- Install Anaconda for Python 3.7 for your operating system: Anaconda
- Create a directory/folder for data science and move into it.
- Download environment.yml
- Execute
conda env create -f environment.yml - You now have all the libraries listed in environment.yml
- Set up Jupyter notebook to use this …
Continue reading
Closure and Decorators
Python --- 10/06/2019
Data Visualization Bad vs Good
Python Data Science --- 09/26/2019
Python Foundation
Python --- 09/08/2019
What is Bytes?
immutable sequences of bytesb'data'
data = "ABCD"
encodedData = data.encode('utf-8')
decodedData = encodedData.decode('utf-8')
Continue reading
Pelican S3 Domain Set up
Pelican --- 09/03/2019
https://docs.aws.amazon.com/AmazonS3/latest/dev/website-hosting-custom-domain-walkthrough.html
Continue reading
Pelican Reference Links
Pelican --- 08/26/2019
TimeLine:
https://codepen.io/mathiesjanssen/pen/ggeBKm
Pygments Style:
http://pygments.org/demo/6870868/?style=borland
Boostrap:
https://getbootstrap.com/docs/4.3/components/card/
Jupyter Integration: (pelican 3.6.3)
https://janakiev.com/blog/pelican-jupyter/
Deal with Extra:
https://stackoverflow.com/questions/31270373/how-to-add-a-favicon-to-a-pelican-blog
Continue reading
Ansible
IAC --- 08/21/2019
create virtual environment:
python -m venv introansible
source introansible/bin/activate
install ansible:
pip install ansible
ansible localhost -a "echo 'hi'"
generate keys, and visit them, put public key on the
ssh-keygen -t rsa -b 4096 -o -C xiangxu1105@gmail.com
/User/shawn/.ssh/introAnsible
ls ~/.ssh/ | grep introAnsible
Core …
Continue reading
Pelican Theme Set up
Pelican --- 08/21/2019
- go into Pelican project
- git clone --recursive https://github.com/getpelican/pelican-themes ~/pelican-themes
pelican content -s pelicanconf.py -t ~/pelican-themes/Flexpelican --listen
Continue reading
Pelican to S3
Pelican --- 08/11/2019
- set up pelican
- create a aws user from IAM, grant it admin
- pip install awscli
- aws configure
- login with user's access key
- create s3 bucket, set it public
- aws s3 cp output/ s3://shawnxuportfolio/ --recursive
Step by Step Details: http://anendeavour.com/hosting_a_static_blog_on_s3.html
Continue reading