Projects in Awesome Lists tagged with differentiable-optimization
A curated list of projects in awesome lists tagged with differentiable-optimization .
https://github.com/facebookresearch/theseus
A library for differentiable nonlinear optimization
bilevel-optimization computer-vision deep-learning differentiable-optimization embodied-ai gauss-newton implicit-differentiation levenberg-marquardt nonlinear-least-squares pytorch robotics
Last synced: 13 May 2025
https://github.com/pnnl/neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch
Last synced: 14 May 2025
https://github.com/metaopt/torchopt
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
automatic-differentiation bilevel-optimization deep-learning differentiable-optimization differentiable-programming functional-programming implicit-differentiation meta-learning meta-reinforcement-learning meta-rl optimization optimizer pytorch
Last synced: 13 Apr 2025
https://github.com/thowell/optimization_dynamics
Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928
acrobot bilevel-optimization cartpole control differentiable-optimization dynamics hopper implicit optimization planar-push rocket trajectory-optimization
Last synced: 23 Oct 2025
https://github.com/atharvaaalok/geosimilarity
Differentiable curve and surface similarity measures.
autograd curve-fitting curves differentiable-optimization geometric-deep-learning pytorch shape-matching similarity-measures surface-fitting surfaces
Last synced: 21 Feb 2025
https://github.com/hematori0kp/geosimilarity
Differentiable curve and surface similarity measures.
autograd curves differentiable-optimization geoinformatics geometric-deep-learning geospatial-analytics pytorch r shape-matching similarity-measures spatial-predictions spatial-statistics surface-fitting surfaces
Last synced: 26 Jul 2025
