Stanford University Convex Optimization Group's repositories
cvxpylayers
Differentiable convex optimization layers
cvxportfolio
Portfolio optimization and back-testing.
cvxbook_additional_exercises
Additional exercises and data for EE364a. No solutions; for public consumption.
cvx_short_course
Materials for a short course on convex optimization.
signal-decomposition
A simple and general framework for signal decomposition
markowitz-reference
This repository contains a reference implementation of the Markowitz portfolio optimization problem discussed in the paper Markowitz Portfolio Construction at Seventy.
robust_bond_portfolio
Robust Bond Portfolio Construction via Convex-Concave Saddle Point Optimization
pv_bundt_cake
Code reproducing results of the paper "Time Dilated Bundt Cake Analysis of PV Output"
smooth_multiperiodic_forecasting_experiments
Notebook accompanying numerical results section of the paper "Interpretable Net Load Forecasting Using Smooth Multiperiodic Features".
boilerplate
We use this repo to automate and avoid boilerplate issue
multilevel_factor_model
Fitting multilevel factor model
lr_distributed_routing
Approximate Distributed Routing via Low Dimensional Embedding