Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
☆350Dec 21, 2021Updated 4 years ago
Alternatives and similar repositories for blackbox-backprop
Users that are interested in blackbox-backprop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for our paper: Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers☆89Jan 11, 2021Updated 5 years ago
- ☆22Mar 23, 2022Updated 4 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆74Apr 28, 2022Updated 3 years ago
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆67Apr 1, 2022Updated 3 years ago
- ☆50Oct 22, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- LP-SparseMAP: Differentiable sparse structured prediction in coarse factor graphs☆41Nov 20, 2023Updated 2 years ago
- Bridging deep learning and logical reasoning using a differentiable satisfiability solver.☆430Nov 22, 2022Updated 3 years ago
- ☆26Dec 14, 2023Updated 2 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Oct 6, 2022Updated 3 years ago
- [NeurIPS'20] Multiscale Deep Equilibrium Models☆237Jun 29, 2021Updated 4 years ago
- Constrained optimization toolkit for PyTorch☆707Jul 29, 2025Updated 7 months ago
- A Python implementation of the gradient REBAR estimator.☆47Jun 13, 2018Updated 7 years ago
- A fast and differentiable QP solver for PyTorch.☆785Sep 3, 2024Updated last year
- Extensible Combinatorial Optimization Learning Environments☆364Dec 20, 2025Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Differentiable convex optimization layers☆2,070Updated this week
- Riemannian Convex Potential Maps☆67Mar 31, 2023Updated 2 years ago
- A public repository for our paper, Rao-Blackwellized Stochastic Gradients for Discrete Distributions☆22May 5, 2019Updated 6 years ago
- The Differentiable Cross-Entropy Method☆125Aug 14, 2020Updated 5 years ago
- A PyTorch implementation of Conditional PixelCNNs☆27Jan 24, 2018Updated 8 years ago
- Public Release of Plan2vec Implementation in pyTorch☆57Oct 28, 2022Updated 3 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆194Sep 19, 2023Updated 2 years ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆248Oct 5, 2025Updated 5 months ago
- Inference on non-linear dynamical systems written in JAX☆11Aug 20, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,628Mar 25, 2022Updated 4 years ago
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆259Oct 29, 2023Updated 2 years ago
- ☆32Nov 27, 2024Updated last year
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27May 13, 2019Updated 6 years ago
- Differentiable Optimization-Based Modeling for Machine Learning☆346Oct 28, 2019Updated 6 years ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,031Dec 17, 2025Updated 3 months ago
- Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021☆29Sep 25, 2021Updated 4 years ago
- Fast Differentiable Sorting and Ranking☆621Feb 15, 2024Updated 2 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆154Dec 21, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Jul 20, 2023Updated 2 years ago
- A generic Monte Carlo method based on the Gumbel-Max trick.☆32May 31, 2016Updated 9 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆404Dec 21, 2021Updated 4 years ago
- Fast hyperparameter settings for non-smooth estimators:☆42May 22, 2023Updated 2 years ago
- ☆213Jan 31, 2022Updated 4 years ago
- ☆23Feb 8, 2024Updated 2 years ago
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆19Jul 11, 2023Updated 2 years ago