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tadamcz/README.md

Machine learning engineer based in London. I am open to consulting work, please see my website.

Check out some of my projects below:

🎲 Statistics

esty-go (private)    probly.dev

Probly is a Python-like mini-language for probabilistic estimation. Based on Starlark and implemented in Go.                                           

Go    Updated 1 year, 4 months ago
carlo (private)    carlo.app

Parse a spreadsheet's computation graph and perform Monte Carlo simulations.                                                                                                           

TypeScript    Updated 2 months ago
mdist (private)    makedistribution.com

Intuitive UI and API to create subjective probability distributions. Offers novel distributions that can that flexibly match your beliefs, unlike traditional ones.

TypeScript    Updated 4 days ago
value-of-information    valueofinfo.com

Estimate the value of information (VOI) of receiving a signal in a simplified model.                                                                                           

Python    4    Updated 1 year, 5 months ago

SciPy probability distributions

copula-wrapper   

Specify a joint probability distribution from arbitrary marginal distributions and pairwise rank correlations. Wrapper around statsmodels.

Python    4    Updated 1 year, 5 months ago
betapert   

The PERT probability distribution is defined by the minimum, most likely, and maximum values that a variable can take. It is commonly used to elicit subjective beliefs. PERT is an alternative to the triangular distribution, but has a smoother shape.

Python    0    Updated 11 months ago

🛠️ Utilities

🐍 Python

nonstd   

Personal collection of Python utilities: data structures, mathematics, logging, code timing...                                                                       

Python    0    Updated 4 months ago

🐳 Docker

docker-images   

My Dockerfiles, plus a script to build images for various platforms and push them to Docker Hub.                                                                   

Dockerfile    0    Updated 1 year, 6 months ago

🍎 MacOS

karasonnet   

Generate Karabiner-Elements configuration using Jsonnet                                                                                                                                                     

Jsonnet    3    Updated 2 months ago
updates.sh   

MacOS update script: updates Homebrew formulae & casks with parallel downloads, Mac App Store apps, asdf plugins, Oh My Zsh             

Shell    0    Updated 1 year, 5 months ago
macos-time-machine-tools   

Scripts for Time Machine: get an email if backups have not recently run, list most recent backups and their size                                   

Python    0    Updated 1 year, 7 months ago

Other

ai-timelines-priors    aipriors.com

The models used in the Open Philanthropy report "Semi-informative priors over AI timelines", and a companion web interface.             

Python    4    Updated 11 months ago
monadic-predicate    monadic-predicate.tadamcz.com

Check whether a formula in monadic predicate logic is a theorem.                                                                                                                                   

Python    0    Updated 1 year, 11 days ago
intentions-page    intentions.page

An opinionated task list designed to steer you towards intentions that feel alive and relevant, instead of long lists of old tasks.

Python    1    Updated 1 year, 11 days ago
jekyll-markdown-responsive-image   

Generate responsive images in Jekyll from pure markdown, without any Liquid tags. Uses jekyll_picture_tag                                                 

Ruby    3    Updated 1 year, 4 months ago

This file was generated on 2024-12-24 using data from the GitHub API.

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  1. scipy/scipy scipy/scipy Public

    SciPy library main repository

    Python 13.2k 5.2k

  2. statsmodels/statsmodels statsmodels/statsmodels Public

    Statsmodels: statistical modeling and econometrics in Python

    Python 10.3k 3.2k