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