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albaraakhayat's Projects

atpesc18 icon atpesc18

GPU programming module for Argonne Training Program in Extreme Scale Computing 2018

awesome-public-datasets icon awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

diffeqdocs.jl icon diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

differentialequations.jl icon differentialequations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

e3d_lstm icon e3d_lstm

deep learning; video understanding; unsupervised learning

eccodes icon eccodes

ECMWF's GRIB and BUFR encoding/decoding library

gittest icon gittest

Dissertation code for nowcasting using PredNet and Pred-rgcLSTM.

hko-7 icon hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

ppe_icon_model icon ppe_icon_model

This is a cloned ICON repository that is used for physics perturbed ensemble experiments.

prednet icon prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

predrnn-pp icon predrnn-pp

Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

vpss icon vpss

demo code for "Video Prediction via Selective Sampling"

wrf icon wrf

The official repository for the Weather Research and Forecasting (WRF) model

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