khalil-research

khalil-research's repositories

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

Language:Jupyter NotebookMIT383 8 9

Abstract Reasoning with Graph Abstractions (ARGA) implementation

Language:Python26 1 1

Neur2SP: Neural Two-Stage Stochastic Programming

Language:Python25 2 1

Language:Jupyter Notebook19 50

MIT13 1 5

Language:Jupyter Notebook12 10

Multi-task end-to-end predict-then-optimize

Language:Jupyter NotebookMIT8 2 1

LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations

Cone-Aligned Vector Estimation for End-to-End Binary Linear Programming

Language:PythonMIT6 1 1

Language:JetBrains MPS5 10

LEO: Learning Efficient Orderings for Multiobjective Binary Decision Diagrams

Language:C++3 30

Language:Shell3 30

Language:Python2 20

Differentiable Mixed-Integer Programming Layers

Language:Jupyter Notebook100

010

DiscreteNet: A Configurable Dataset for ML in Discrete Optimization

Language:Python02 1