explorationRoad

nbeatsx

graphcast

Pangu-Weather

An official implementation of Pangu-Weather

NEOS-LRP-Codes

Codes and datasets for the paper Neural Embedded Optimization for Integrated Location and Routing Problems

DetectMitigate

Using neural networks to detect effects of rapid climate mitigation

ML-testing-networks

A collection of notebooks to test different architectures and LRP methods for precipitation

influence-of-seasons-on-low-GW-periods

Accompanying repository to the publication: Towards understanding the influence of seasons on low groundwater periods based on explainable machine learning

precip-predict

Precipitation prediction with Machine Learning

GRL2021

Supporting code for Davenport and Diffenbaugh 2021

PyTorchRelevancePropagation

A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.

explainableMS

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation

2DCNN

CNN O3 ensemble forecast

RL-Baselines

Yet another RL Baseline repo.

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

TorchLRP

A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).

LRP_EncoderDecoder_GRU

Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.

THU-RL-Finalproject

THU-RL-Finalproject

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

iDeepAir

pcapAE

convGRU based autoencoder for unsupervised & spatial-temporal anomaly detection in computer network (PCAP) traffic.

ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

ENSO