Will Sorenson's starred repositories
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
cloud-run-faq
Unofficial FAQ and everything you've been wondering about Google Cloud Run.
python-holidays
Generate and work with holidays in Python
cookiecutter-pylibrary
Enhanced cookiecutter template for Python libraries.
dash-bootstrap-components
Bootstrap components for Plotly Dash
linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
quotebacks
Quote the web
pytest-icdiff
better error messages for assert equals in pytest
pyhpc-benchmarks
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:
dbt-athena
The athena adapter plugin for dbt (https://getdbt.com)
voila-embed
Embed jupyter widgets in existing websites
llm-bedrock-anthropic
Plugin for https://llm.datasette.io/en/stable/ to enable talking with Claude Instant and ClaudeV2 models on AWS Bedrock
Containers
Chapter 6 of the AWS Cookbook
clever-camera
A simple monitoring camera web server which uses deep learning model (classification) to filter or group camera events.
DataSizeMatters
Contains the scripts, pre-trained networks, and data for our paper:
ecs-network-perf
Testing ECS container to container performance