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decision-focused-learning

Here are 4 public repositories matching this topic...

FinJun / Awesome-DFL-papers

📑 List of awesome DFL's papers

machine-learning awesome deep-learning optimization awesome-list combinatorial-optimization decision-focused-learning

Updated Jan 15, 2024

EgoPer / Decision-Focused-Forecasting

Code for the experiments in the paper "Decision-Focused Forecasting: Decision Losses for Multistage Optimisation".

forecasting end-to-end-learning multistage-stochastic-optimization decision-focused-learning

Updated Apr 21, 2025
Jupyter Notebook

EgoPer / OPO

Code for the experiments in the paper "OPO: Making Decision-Focused Data Acquisition Decisions".

variable-selection surrogate-based-optimization decision-focused-learning

Updated Apr 21, 2025
Jupyter Notebook

EgoPer / Deterministic-Surrogates-for-Uncertain-Convex-QCQP

Preliminary code for the paper "Learning Deterministic Surrogates for Robust Convex QCQPs".

robust-optimization differentiable-optimization quadratically-constrained-quadratic-programming decision-focused-learning

Updated May 20, 2024
Jupyter Notebook

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