mila-iqia / Design-Editing-for-Offline-MBOLinks
[TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 𧬠π€
β10Updated 7 months ago
Alternatives and similar repositories for Design-Editing-for-Offline-MBO
Users that are interested in Design-Editing-for-Offline-MBO are comparing it to the libraries listed below
Sorting:
- A curated list of resources about generative flow networks (GFlowNets).β499Updated last year
- π° Must-Read Papers on Offline Model-Based Optimization π₯β27Updated 5 months ago
- Optimal-er Auctions through Attention, NeurIPS 2022β22Updated 2 years ago
- [ICLR 2021] Few Shot Bayesian Optimizationβ21Updated 3 years ago
- The official implementation of "Optimal Stochastic Trace Estimation in Generative Modeling (AISTATS 2025)"β20Updated 8 months ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)β11Updated 2 years ago
- β14Updated 3 years ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".β24Updated 5 months ago
- A modular, easy to extend GFlowNet libraryβ297Updated this week
- Welcome to the Awesome Feature Learning in Deep Learning Thoery Reading Group! This repository serves as a collaborative platform for schβ¦β201Updated 11 months ago
- [ECAI 2023] QCCDM: A Q-Augmented Causal Cognitive Diagnosis Model for Student Learningβ12Updated 2 years ago
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)β350Updated 4 months ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)β23Updated 9 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224β229Updated last year
- Official code of "Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting" (2023 ICLR)β16Updated 2 years ago
- A collection of the pytorch implementation of neural bandit algorithm includes neuralUCB(Neural Contextual Bandits with UCB-based Exploraβ¦β25Updated 4 months ago
- β24Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNetsβ16Updated last year
- Benchmarks for Model-Based Optimizationβ96Updated last year
- GFlowNet library specialized for graph & molecular dataβ278Updated 5 months ago
- Direct preference optimization with f-divergences.β15Updated last year
- This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success oβ¦β288Updated last year
- QGFN: Controllable Greediness with Action Values - Codeβ11Updated last year
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.β49Updated 2 years ago
- A Simple and Scalable Representation for Graph Generation (ICLR 2024)β21Updated last year
- β29Updated 7 months ago
- A curated list for awesome discrete diffusion models resources.β500Updated 2 months ago
- [NeurIPS 2023] Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvementβ18Updated last year
- β32Updated 2 years ago
- Welcome to the 'In Context Learning Theory' Reading Groupβ30Updated last year