chziakas / backbone-learn
A Library for Scaling Mixed-Integer Optimization-Based Machine Learning.
☆11Updated 7 months ago
Alternatives and similar repositories for backbone-learn:
Users that are interested in backbone-learn are comparing it to the libraries listed below
- Experiments on GPT-3's ability to fit numerical models in-context.☆14Updated 2 years ago
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆24Updated 4 months ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆20Updated last year
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆18Updated 10 months ago
- Clean RL implementation using MLX☆28Updated 11 months ago
- Minimum Description Length probing for neural network representations☆18Updated 3 weeks ago
- Evaluation of neuro-symbolic engines☆34Updated 6 months ago
- ☆16Updated 9 months ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆36Updated last year
- Implementation of Spectral State Space Models☆16Updated 11 months ago
- Cross-prediction-powered inference☆14Updated 9 months ago
- TaskMet Task-driven Metric Learning for Model Learning☆19Updated last year
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Updated last year
- ☆14Updated 4 months ago
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.☆24Updated 3 months ago
- Analogous Safe-state Exploration (ASE) is an algorithm for provably safe and optimal exploration in MDPs with unknown, stochastic dynamic…☆11Updated 3 years ago
- Exploration using DSPy to optimize modules to maximize performance on the OpenToM dataset☆14Updated 11 months ago
- ☆12Updated last year
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Updated last year
- ☆11Updated last year
- Code for Copula conformal prediction paper (ICLR 2024)☆26Updated 4 months ago
- The repository contains code for Adaptive Data Optimization☆20Updated 2 months ago
- ☆46Updated last month
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆19Updated 2 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆40Updated 7 months ago
- Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model☆14Updated last year
- Datasets used for NeuralProphet tutorials☆19Updated last year
- Q-Probe: A Lightweight Approach to Reward Maximization for Language Models☆40Updated 8 months ago