HyperAIHyperAI

Command Palette

Search for a command to run...

Dichteschätzung für Zeitreihen

Schätzung der zugrunde liegenden Wahrscheinlichkeitsverteilung von Zeitreihendaten, was die Quantifizierung von Unsicherheit und generatives Modellieren ermöglicht.

Leaderboard

Insgesamt 13 Modelle

Benchmarks

Amazon
Retweet
StackOverflow
earthquake
ERA5 t2m station prediction
MIMIC-II
MNIST
Periodic
Taobao
ATTNHP-BASED
CelebA
COCO-People
Conttime
Inventory
Length of Stay
Matern 5/2
POISSON-BASED
POISSON+ATTNHP
RBF
Reviews
SVHN
VOLCANO
noise model (14)
asia
Caltech
Dynamic MNIST
Omniglot
Static MNIST
survey
AOD
EMNIST
ERA5 multi-modal wind speed
ETTm1
ETTm2
IBL dataset
IMDB
Ionosphere
MSS
numom2b-b
synthetic MSS Arctic dataset
Traffic
3dRoad
Bike
bsds300
FFJORD
Buzz
ClimateBench
conditioned diffusion process
Criteo
Electricity
Elevators
ERA5
ETTh1
ETTh2
F-MNIST
Gosai dataset
Helix
Hillstorm
HouseElectric
HRRR
KeggDirected
KEGGU
Kin40k
Lenta
loop in R^10
loop in R^2
Lotka-Volterra
mouse ADn neural firing rates
Pol
Protein
Set-Fashion-MNIST
Set-MNIST-Even
Set-MNIST-Full
Set-MNIST-Odd
SEVIR
Solar
Sonar
Song
Taxi
torus in R^3
UCI GAS
UCI HEPMASS
FFJORD
UCI MINIBOONE
FFJORD
UCI POWER
FFJORD
2015 Chicago crime dataset
A
B
BB
Birds
breast-cancer
Burgers'
C
California traffic flow
Caltech101
CIFAR10
CIFAR100
ClimateSuite
ColPret
Cup
CWA
DD
diabetes
E
ECL
EHRSHOT
Electricity-L
Electricity-S
ETTh1-L
ETTh1-S
ETTh2-L
ETTh2-S
ETTm1-L
ETTm1-S
ETTm2-L
ETTm2-S
Exchange-L
Exchange-S
EXG
Fixed-noisy Matern-5/2
Fixed-noisy RBF
GPME
Hare-Lynx
heart-disease
ILI
ILI-L
ImageNet
Income
Kolmogorov Flow
Last.fm
LM
Matern-5/2
Nano
Navier-Stokes
NMT
noise model (15)
numom2b-a
P
sachs
Sawtooth
Scalar Flow
sea-ice freeboard dataset
SENSORIUM
Shallow Water
Solar-Energy
Solar-S
Square
Synthetic 1D Regression
Synthetic Linear
Synthetic Quadratic
thyroid
Traffic-L
Traffic-S
Weather
Weather-L
Y