diehlj

BCH

Fast computation of the Baker-Campbell-Hausdorff and similar series.

ila

Interactive Linear Algebra

gt-linalg

Interactive Linear Algebra, free online textbook at Georgia Tech

MTGNN

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

PlotNeuralNet

Latex code for making neural networks diagrams

jupyterlab-vim

Vim notebook cell bindings for JupyterLab

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

AlgebraicPetri.jl

Build Petri net models compositionally

streamlit

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

AttentionExplanation

fastformers

FastFormers - highly efficient transformer models for NLU

BlackHole

BlackHole is a modern macOS audio loopback driver that allows applications to pass audio to other applications with zero additional latency.

ttk

TTK - Topological Data Analysis and Visualization - Source Code

textext

Re-editable LaTeX/ typst graphics for Inkscape

simplicial

Simplicial topology in Python

pydec

PyDEC: A Python Library for Discretizations of Exterior Calculus for simplicial complexes of any dimension embedded or not and for cubical complexes of any dimension. Implements discrete exterior derivative as coboundary, a Delaunay Hodge star operator and lowest order Whitney forms.

incense

Interactively retrieve data from sacred experiments.

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

darts

Differentiable architecture search for convolutional and recurrent networks

tslearn

The machine learning toolkit for time series analysis in Python

TopologyLayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

GrouPy

Group Equivariant Convolutional Neural Networks

multicategories

Playing around with multicategories and operads

Catlab.jl

A framework for applied category theory in the Julia language

spleeter

Deezer source separation library including pretrained models.

discopy

The Python toolkit for computing with string diagrams.

matrixprofile

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)