Max Halford

prince. :crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

eaopt. :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

xam. :dart: Personal data science and machine learning toolbox

flask-boilerplate. :rocket: Fully fledged Flask boilerplate code

chime. 🎵 Python sound notifications made easy

sorobn. 🧮 Bayesian networks in Python

kaggle-recruit-restaurant. :trophy: Kaggle 8th place solution

procedural-art. :milky_way: Procedural art with vanilla JavaScript

pytorch-resample. 🎲 Iterable dataset resampling in PyTorch

flask-sse-no-deps. An example of server-sent events in Flask without extra dependencies

clavier. 🔤 Measure edit distance based on keyboard layout

xgp. :crystal_ball: Symbolic regression library

halfgone. :white_square_button: Black and white digital halftoning

taxi-demo-rp-mz-rv-rd-st. 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations

creme. One of the ancestors of River

pointu. :pencil2: Pointillisme tool based on Weighted Voronoi Stippling

bike-sharing-history. 🚲 Git scraping for bike sharing APIs

carre. :ok_hand: Image simplifier

kaggle-vsb-power. :zap: 13th place solution

arcgonaut. :cyclone: Golang arc diagrams

eaopt-examples. :four_leaf_clover: eaopt examples

starboost. :star::rocket: Gradient boosting on steroids

naked. The simplest way to deploy a machine learning model

orc. 🧌 Parsing structured information from OCR outputs

maxhalford.github.io. :house_with_garden: Personal website

myriade. ✨🌲 Hierarchical extreme multiclass and multi-label classification.

idao-2020-qualifier. Solution of team "Data O Plomo" to the qualification phase of the 2020 edition of the International Data Analysis Olympiad (IDAO)

genetic-curve-fitting. :chart_with_upwards_trend:

data-science-tutorials. Jupyter Notebook

tuna. :fish: A streaming ETL for fish

spotgeo-challenge. 🛰️ My solution to the Kelvins spotGEO challenge

bbc-weather-honolulu. ☀️ Measuring the accuracy of BBC weather forecasts in Honolulu, USA

tartine. 🍞 Manipulate dynamic spreadsheets with arbitrary layouts using Python

yamp. Yet Another MkDocs Parser

gago. Old version of eaopt, will eventually be removed

svg2stl. 🛹 Turn an SVG into an STL for stencil creation purposes

directory-architecture. :file_folder: Mimicking the tree command

project-euler-python. :snake:

ikea-store-locations. 🇸🇪 Retrieval and analysis of IKEA store locations

xgp-python. XGP Python package with a scikit-learn interface

vose. Cython implementation of Vose's Alias method

idao-2020-final. Solution of team "Data O Plomo" to the final phase of the 2020 edition of the International Data Analysis Olympiad (IDAO)

inverted-index-search-engine. Python

jan. 💤 Just Another Neural network

bitcoin-analysis-m1sid. :moneybag: Master 1 project

streaming-cdf-benchmark. A benchmark to compare algorithms for estimating cumulative density functions (CDF) on streaming data

kaggle-march-madness-2019. :basketball: Men and women solutions for the 2019 edition of the Kaggle March Madness competition

llm-font-recognition. Do LLMs recognise fonts?

kaggle-DSG18-qualifier. Jupyter Notebook

kaggle-DSG17-qualifier. Python

andor-faq-llm. 🎲 Answering tabletop game questions using an LLM