#计算机科学#A library for differentiable nonlinear optimization
#计算机科学#TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
#计算机科学#Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Macros and functions to work with DSGE models.
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
#计算机科学#Implicit Differentiable Optimal Control (IDOC) with JAX
#计算机科学#Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
An end-to-end multimodal framework incorporating explicit knowledge graphs and OOD-detection. (NeurIPS23)
Bilevel Hyperparameter Optimization with Implicit Differentiation