Will Sorenson (Will-So)

Will-So

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Company:Amazon

Location:Seattle

Home Page:http://will-so.github.io

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Will Sorenson's starred repositories

streamlit

Streamlit — A faster way to build and share data apps.

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pyodide

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

pymc

Bayesian Modeling and Probabilistic Programming in Python

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hydra

Hydra is a framework for elegantly configuring complex applications

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pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

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flax

Flax is a neural network library for JAX that is designed for flexibility.

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cloud-run-faq

Unofficial FAQ and everything you've been wondering about Google Cloud Run.

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numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

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arviz

Exploratory analysis of Bayesian models with Python

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python-holidays

Generate and work with holidays in Python

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cookiecutter-pylibrary

Enhanced cookiecutter template for Python libraries.

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dash-bootstrap-components

Bootstrap components for Plotly Dash

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linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

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pycco

Literate-style documentation generator.

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Copulas

A library to model multivariate data using copulas.

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quotebacks

Quote the web

pytest-icdiff

better error messages for assert equals in pytest

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pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

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dbt-athena

The athena adapter plugin for dbt (https://getdbt.com)

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SymJAX

Documentation:

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voila-embed

Embed jupyter widgets in existing websites

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ggfixest

Dedicated ggplot2 methods for fixest model objects

llm-bedrock-anthropic

Plugin for https://llm.datasette.io/en/stable/ to enable talking with Claude Instant and ClaudeV2 models on AWS Bedrock

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Containers

Chapter 6 of the AWS Cookbook

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clever-camera

A simple monitoring camera web server which uses deep learning model (classification) to filter or group camera events.

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crono

🔮 Programmatic time-based job scheduler

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DataSizeMatters

Contains the scripts, pre-trained networks, and data for our paper:

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ecs-network-perf

Testing ECS container to container performance

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