martius-lab / blackbox-backpropLinks
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
☆345Updated 3 years ago
Alternatives and similar repositories for blackbox-backprop
Users that are interested in blackbox-backprop are comparing it to the libraries listed below
Sorting:
- Contrastive Learning of Structured World Models☆393Updated 5 years ago
- [NeurIPS 2019] Deep Set Prediction Networks☆100Updated 4 years ago
- Bridging deep learning and logical reasoning using a differentiable satisfiability solver.☆417Updated 2 years ago
- Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.☆146Updated 2 years ago
- Differentiable Optimization-Based Modeling for Machine Learning☆338Updated 5 years ago
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆258Updated last year
- [NeurIPS'19] Deep Equilibrium Models☆753Updated 3 years ago
- [NeurIPS'20] Multiscale Deep Equilibrium Models☆234Updated 4 years ago
- hessian in pytorch☆187Updated 4 years ago
- LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH☆79Updated 2 years ago
- Efficient reservoir sampling implementation for PyTorch☆106Updated 3 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆588Updated 6 months ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆243Updated 4 months ago
- ☆292Updated 2 years ago
- Constrained optimization toolkit for PyTorch☆687Updated 3 years ago
- Hypergradient descent☆149Updated last year
- Stochastic Automatic Differentiation library for PyTorch.☆204Updated 10 months ago
- A manifold optimization library for deep learning☆246Updated 3 years ago
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆143Updated 2 years ago
- The Differentiable Cross-Entropy Method☆125Updated 4 years ago
- Pytorch implementation of set transformer☆598Updated 5 years ago
- Efficient PyTorch Hessian eigendecomposition tools!☆374Updated last year
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆132Updated 6 years ago
- ☆214Updated 3 years ago
- ☆123Updated last year
- Pytorch implementation of Neural Processes for functions and images☆232Updated 3 years ago
- ☆240Updated 2 years ago
- Python toolbox for sampling Determinantal Point Processes☆229Updated 11 months ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆154Updated 10 months ago
- Differentiable Optimizers with Perturbations in Pytorch☆68Updated 4 years ago