JayMan91's repositories
aaai_predit_then_optimize
Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"
NeurIPSIntopt
Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.
aaai_melding_code
Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
attention-learn-to-route
Attention based model for learning to solve different routing problems
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
allRank
allRank is a framework for training learning-to-rank neural models based on PyTorch.
blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
dask-tutorial
Dask tutorial
e2e-model-learning
Task-based end-to-end model learning in stochastic optimization
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
FixRes
This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
guided-cost-learning
Implementation of the paper https://arxiv.org/abs/1603.00448.
maps
Repository for all spatial data.
MIPRIP
MIPRIP
qpth
A fast and differentiable QP solver for PyTorch.
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
scipy
Scipy library main repository
sudoku-image-solver
A program written in python that attempts to extract a Sudoku game given an image and then solves it.
tf-imle
Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation