TheoGuyard / El0psLinks
El0ps: An Exact L0-Problem Solver
☆12Updated last month
Alternatives and similar repositories for El0ps
Users that are interested in El0ps are comparing it to the libraries listed below
Sorting:
- This code is no longer maintained. The codebase has been moved to https://github.com/scikit-learn-contrib/skglm. This repository only ser…☆18Updated 2 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆40Updated last year
- ☆13Updated 5 months ago
- OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)☆21Updated last year
- Adaptive gradient descent without descent☆48Updated 3 years ago
- PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.☆88Updated last week
- Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"☆29Updated 9 months ago
- Fast hyperparameter settings for non-smooth estimators:☆40Updated 2 years ago
- Generators for linear programming instances with controllable difficulty and solution properties.☆15Updated 4 years ago
- Making your benchmark of optimization algorithms simple and open☆264Updated this week
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆12Updated 3 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆33Updated 4 years ago
- Proximal optimization in pure python☆118Updated 3 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆77Updated last year
- Solves the best subset selection problem☆44Updated 3 years ago
- Python implementation of smooth optimal transport.☆59Updated 4 years ago
- Differentiation through cone programs☆101Updated 5 months ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Updated 4 years ago
- Supporting code for "Parallel Streaming Wasserstein Barycenters"☆10Updated 7 years ago
- Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for mod…☆121Updated 6 months ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆48Updated 4 months ago
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Updated 2 years ago
- Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.☆12Updated last year
- A community repository for benchmarking Bayesian methods☆11Updated 2 years ago
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆20Updated 2 years ago
- Accompanying code for our NeurIPS 2019 paper☆12Updated 5 years ago
- ☆11Updated last year
- Generative Forests in Python☆35Updated 2 years ago
- Constrained optimization for Pytorch using the SQP-GS algorithm☆35Updated last year
- Python package to fetch data from the LIBSVM website.☆20Updated 2 months ago