sauln

persim

Easy Persistence Images in Python

smith-normal-form

Simple module for computing Smith Normal Form of a numpy array over Z_2

cyclonysus

Easy representative cycles builder for Dionysus

ripser.py

Ripser: A Lean Persistent Homology Library for Python

kepler-mapper

Python implemention of Mapper for visualizing structure and shape of high-dimensional data.

configure-aws-credentials

Configure AWS credential environment variables for use in other GitHub Actions.

LFSpy

pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

umap-learn-feedstock

A conda-smithy repository for umap-learn.

adtk

A Python toolkit for unsupervised anomaly detection in time series

cechmate

Persistence Diagrams for Custom Filtrations Wrapping around Phat (The Persistent Homology Algorithms Toolbox)

mapper_comparison

Code for paper Mapper Comparison with Wasserstein Metrics

nr1-workshop

Self-paced training workshop for the NR1 CLI/SDK

remark

A simple, in-browser, markdown-driven slideshow tool.

rst-cheatsheet

A two-page cheatsheet for restructured text

scikit-learn

scikit-learn: machine learning in Python

scikit-tda

Topological Data Analysis for humans

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

docker-python

Kaggle Python docker image

docs

Documentation resources for dat and the surrounding ecosystem

nn_robust_attacks

Robust evasion attacks against neural network to find adversarial examples

numpy

The fundamental package for scientific computing with Python.

opinions

Experimentation with opinion-dynamics modeling

phat

Persistent Homology Algorithm Toolbox (copy of bitbucket fork, for visibility)

pylbfgs

:mountain_cableway: Python/Cython wrapper for liblbfgs

react-d3-graph

Interactive and configurable graphs with react and d3 effortlessly

sauln.github.io

My personal website and blog.

scipy-2019

Presentation and replication for my Scipy 2019 talk

umap

Uniform Manifold Approximation and Projection

visual-tda

R code associated with preprint proposing flat persistence diagram for better visualization of persistent homology.