Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions
☆260Oct 29, 2023Updated 2 years ago
Alternatives and similar repositories for torch-imle
Users that are interested in torch-imle are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆67Apr 1, 2022Updated 4 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆30Oct 6, 2022Updated 3 years ago
- ☆50Oct 22, 2020Updated 5 years ago
- Silly twitter torch implementations.☆48Oct 14, 2022Updated 3 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,624Mar 25, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆127Jun 3, 2024Updated 2 years ago
- Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solve…☆357Dec 21, 2021Updated 4 years ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆36Jul 20, 2023Updated 3 years ago
- ☆22Mar 23, 2022Updated 4 years ago
- A Pytorch implementation of the optimal transport kernel embedding☆122Feb 10, 2021Updated 5 years ago
- [ICML'21 Oral] Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding☆14Jun 10, 2021Updated 5 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆490Jul 11, 2023Updated 3 years ago
- ☆27Mar 25, 2026Updated 6 months ago
- Fast, differentiable sorting and ranking in PyTorch☆865Mar 3, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Fast Differentiable Sorting and Ranking☆622Feb 15, 2024Updated 2 years ago
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,191Jul 17, 2026Updated 2 months ago
- Very deep VAEs in JAX/Flax☆47Jun 16, 2021Updated 5 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆490Jul 1, 2022Updated 4 years ago
- Meta Optimal Transport☆108May 25, 2023Updated 3 years ago
- The Differentiable Cross-Entropy Method☆124Aug 14, 2020Updated 6 years ago
- PyTorch implementation of Sinusodial Representation networks (SIREN)☆267Dec 8, 2022Updated 3 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆132Aug 6, 2022Updated 4 years ago
- Squared Non-monotonic Probabilistic Circuits☆25Jan 16, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- On the Role of Sparsity and DAG Constraints for Learning Linear DAGs☆37Jun 23, 2021Updated 5 years ago
- Prescribed Generative Adversarial Networks☆142Aug 3, 2020Updated 6 years ago
- We simulate a wind tunnel, place a rectangular occlusion in it, and then use gradient descent to turn the occlusion into a wing.☆27Oct 16, 2020Updated 5 years ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,485May 2, 2025Updated last year
- a lightweight transformer library for PyTorch☆71Nov 2, 2021Updated 4 years ago
- A python library for highly configurable transformers - easing model architecture search and experimentation.☆48Nov 30, 2021Updated 4 years ago
- Differentiable convex optimization layers☆2,140Sep 24, 2026Updated last week
- ☆26Jul 15, 2021Updated 5 years ago
- Re-implementation of 'Grokking: Generalization beyond overfitting on small algorithmic datasets'☆38Dec 4, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Fast Discounted Cumulative Sums in PyTorch☆99Aug 28, 2021Updated 5 years ago
- Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"☆81Mar 4, 2022Updated 4 years ago
- Code accompanying our papers on the "Generative Distributional Control" framework☆119Dec 7, 2022Updated 3 years ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,434Aug 21, 2025Updated last year
- A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries.☆72Jul 6, 2022Updated 4 years ago
- AdaCat☆48Aug 4, 2022Updated 4 years ago
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆121Aug 19, 2022Updated 4 years ago