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Hi there 👋

I am a Senior Scientist at Geometric Data Analytics, Inc. Most of my work involves performing mathematical research and writing software to prototype and support research.

I have been helping maintain some scikit-tda packages lately. They are pinned below. Please check them out!

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Tools I work with

C++ Docker Git LaTeX Neovim NumPy Pandas Plotly Python PyTorch scikit-learn SciPy TensorFlow Tmux

Activity

Recent github activity

  1. 🗣 Commented on #29 in scikit-learn-contrib/scikit-dimension
  2. ❗ Opened issue #29 in scikit-learn-contrib/scikit-dimension
  3. 🗣 Commented on #141 in scikit-tda/ripser.py
  4. 🔒 Closed issue #141 in scikit-tda/ripser.py
  5. 💪 Opened PR #173 in scikit-tda/ripser.py

Michael Catanzaro's Projects

bn_lyric_gen icon bn_lyric_gen

A repo to scrape and clean lyrics, and then train an RNN to generate new lyrics.

dreimac icon dreimac

Dimensionality Reduction with Eilenberg-MacLane Coordinates

kepler-mapper icon kepler-mapper

Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

mbds19_tda icon mbds19_tda

A repo for a tutorial on Topological Data Analysis for the Midwest Big Data Summer School in 2019 in Ames, Iowa.

mbds21_tda icon mbds21_tda

A TDA tutorial for the Midwest Big Data Summer School 2021

mpfigs icon mpfigs

Plotly code for building figures helpful to understanding multiparameter persistent homology.

persim icon persim

Distances and representations of persistence diagrams

pl_fmri icon pl_fmri

Compute persistence landscapes of fMRI data

pl_fractal icon pl_fractal

Python scripts for computing and visualizing persistence landscapes of affine fractals

quarto-cli icon quarto-cli

Open-source scientific and technical publishing system built on Pandoc.

ripser.py icon ripser.py

A Lean Persistent Homology Library for Python

tadasets icon tadasets

Synthetic data sets apt for Topological Data Analysis

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