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academic-kickstart

adaptive-cutsel-milp

Adaptive Cut Selection in Mixed-Integer Linear Programming

ai-game-search-trees

Comparison of Game Search Trees on Parallel and Distributed systems

algos

Algorithms repo

allrank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

attention-learn-to-route

Attention based model for learning to solve different routing problems

bifusion

bq-nco

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

circuit_training

crime-poc

:hocho: CRIME attack PoC : a compression oracle attacks CVE-2012-4929 :hocho:

datasetcondensation

Dataset Condensation (ICLR21 and ICML21)

deepgtt

DeepGTT: Learning Travel Time Distributions with Deep Generative Model

diffserv-and-tcp-congestion-control-ns3-simulation

dim

Distilling dataset into generative models

dl-with-constraints

Code for experiments in 'Primal Dual Formulation For Deep Learning With Constraints'

doscond

drug-repurposing

gcomb-1

gcond

[ICLR'22] [KDD'22] Implementation of "Graph Condensation for Graph Neural Networks"

grafenne

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)

graph-generation

GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

graphgt

graphsage-simple

Simple reference implementation of GraphSAGE.

graphvae-mm

gshot

gshot_generative

hat

Overcoming catastrophic forgetting with hard attention to the task

hybrid-learn2branch

Hybrid Models for Learning to Branch (NeurIPS 2020)