https://github.com/brian-hepler-phd/spherical-cnn

Interactive exploration of equivariant neural networks on homogeneous spaces, with a focus on the sphere S² as SO(3)/SO(2). From Lecture 8 of the Lie groups course with Quantum Formalism

e3nn equivariant-neural-networks geometric-deep-learning homogeneous-spaces lie-groups machine-learning pytorch representation-theory scientific-computing spherical-cnn

Last synced: 02 Aug 2025

https://github.com/brian-hepler-phd/matrixexponential

Interactive notebook introducing the matrix exponential and matrix Lie groups, from the Quantum Formalism lecture series.

lie-groups math-education matrix-algebra quantum-mechanics

Last synced: 18 Jun 2025

https://github.com/brian-hepler-phd/mathresearchcompass

An interactive dashboard for exploring mathematical research trends on arXiv

arxiv bertopic dashboard data-science data-visualization knowledge-discovery llm-applications machine-learning mathematics nlp plotly python research-trends shiny-python topic-modeling

Last synced: 08 Mar 2026

https://github.com/brian-hepler-phd/bloch-sphere-visualization

Interactive visualizations of quantum gates and states on the Bloch sphere—built to intuitively explore single-qubit operations. Lecture 2 of the Lie groups with applications series with Quantum Formalism

bloch-sphere interactive jupyter-notebook math-education quantum-computing quantum-formalism quantum-gates quantum-mechanics qubit visualization

Last synced: 20 Jun 2025

https://github.com/brian-hepler-phd/ieee_fraud_detection

IEEE Computational Intelligence Society Fraud Detection (Kaggle Competition)

Last synced: 03 Jul 2026

https://github.com/brian-hepler-phd/mrc-network-analysis

Project scripts for network analysis of topics discovered by Math Research Compass

Last synced: 23 Jun 2025

https://github.com/brian-hepler-phd/tda-network-analysis

Last synced: 05 Aug 2025

https://github.com/brian-hepler-phd/statscasestudy

Using data science to analyze Boston housing prices.

Last synced: 12 Jun 2025

https://github.com/brian-hepler-phd/mywebpage

Last synced: 27 Jan 2026

https://github.com/brian-hepler-phd/chatgpt-shock

Last synced: 28 Jul 2026

https://github.com/brian-hepler-phd/kak-decomposition-qml

Cartan decomposition (SU(4)) via Lie theory and QML – exact + variational approaches for two-qubit gates.

lie-theory machine-learning numpy pennylane qml quantum-computing quantum-gate-decomposition scipy su4

Last synced: 09 May 2026