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immunization-strategy

Find the minimal number of immunization doses required to break the transmission cycle of a virus or infectious disease within a population. Solved using the LeapHybridDQMSampler.

isogcn-iclr2021

IsoGCN code for ICLR2021

l2rpn-wcci-2020-winner

This repository contains source code of L2RPN WCCI 2020 Winner

l2rpn_2023

latent-ode

Reproduction of Latent ODEs for Irregular-Sampled Time Series [arXiv 1907.03907]

latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

learning-2opt-drl

Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning

litmatter

Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.

magic

MAGIC - imputation and de-noising single-cell RNA seq data sets

metabolicpathwayprediction

mildlyoverfitted

ml4co-competition

Machine Learning for Combinatorial Optimization - NeurIPS'21 competition

msnakes

Python implementation of the Snake (active contours) algorithm proposed by KASS, WITKIN and TERZOPOULOS in 1988.

neural_clbf

Toolkit for learning controllers based on robust control Lyapunov barrier functions

neurolkh

ocp

https://opencatalystproject.org/

ode-lstms

Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series

ode-rnn

outage_scheduling

Includes code from PSCC'16 paper for planning, along with UCNN

pde-identification-features

Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features

pml2-book

Probabilistic Machine Learning: Advanced Topics

profit-maximization-taxi

Work on big dataset to maximize the profit of a taxi

pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

randomwalkgcn

rl_delay_basic

Delayed RL agent for non-Atari tasks, from "Acting in Delayed Environments with Non-Stationary Markov Policies", ICLR 2021.

rna-seq-vae

Synthetic gene expression data generation using Variational Auto-Encoder

robustness

Robustness for Neural Networks

roop

one-click deepfake (face swap)

seqc

Single-Cell Sequencing Quality Control and Processing Software