|
View: |
Part 1: Document Description
|
|
Citation |
|
|---|---|
|
Title: |
The source codes of ParsNet |
|
Identification Number: |
doi:10.21979/N9/UU5EVH |
|
Distributor: |
DR-NTU (Data) |
|
Date of Distribution: |
2022-06-24 |
|
Version: |
1 |
|
Bibliographic Citation: |
Pratama, Mahardhika; Ashfahani, Andri; Hady, Mohamad Abdul, 2022, "The source codes of ParsNet", https://doi.org/10.21979/N9/UU5EVH, DR-NTU (Data), V1 |
|
Citation |
|
|
Title: |
The source codes of ParsNet |
|
Identification Number: |
doi:10.21979/N9/UU5EVH |
|
Authoring Entity: |
Pratama, Mahardhika (Nanyang Technological University) |
|
Ashfahani, Andri (Nanyang Technological University) |
|
|
Hady, Mohamad Abdul (Nanyang Technological University) |
|
|
Software used in Production: |
Matlab |
|
Grant Number: |
Industry Alignment Fund Pre-Positioning Programme in AME domain [Award No.: A19C1a0018] |
|
Distributor: |
DR-NTU (Data) |
|
Access Authority: |
Pratama, Mahardhika |
|
Depositor: |
Soh, Eunice |
|
Date of Deposit: |
2022-05-12 |
|
Holdings Information: |
https://doi.org/10.21979/N9/UU5EVH |
|
Study Scope |
|
|
Keywords: |
Computer and Information Science, Computer and Information Science, delays, labeling, noise measurement, numerical models, probability density function, machine learning, data models |
|
Abstract: |
the source code of ParsNet "Weakly Supervised Deep Learning Approach in Streaming Environments" |
|
Kind of Data: |
code |
|
Methodology and Processing |
|
|
Sources Statement |
|
|
Data Access |
|
|
Notes: |
Please refer to the LICENSE.md file in this dataset. |
|
Other Study Description Materials |
|
|
Related Publications |
|
|
Citation |
|
|
Identification Number: |
10.1109/BigData47090.2019.9006285 |
|
Bibliographic Citation: |
M. Pratama, A. Ashfahani and A. Hady, "Weakly Supervised Deep Learning Approach in Streaming Environments," in 2019 IEEE International Conference on Big Data (Big Data), Los Angeles, CA, USA, 2019 pp. 1195-1202. |
|
Label: |
addNoise.m |
|
Notes: |
text/x-matlab |
|
Label: |
AGMMID.m |
|
Notes: |
text/x-matlab |
|
Label: |
AGMM.m |
|
Notes: |
text/x-matlab |
|
Label: |
A_Run_ParsNet_ablationStudy_live.mlx |
|
Notes: |
application/octet-stream |
|
Label: |
A_Run_ParsNet_infiniteDelay_live.mlx |
|
Notes: |
application/octet-stream |
|
Label: |
A_Run_ParsNet_sporadicAccessToTheGroundTruth_live.mlx |
|
Notes: |
application/octet-stream |
|
Label: |
backpropdae.m |
|
Notes: |
text/x-matlab |
|
Label: |
calcRegStr.m |
|
Notes: |
text/x-matlab |
|
Label: |
dataprep.m |
|
Notes: |
text/x-matlab |
|
Label: |
feedforwarddae.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmClusterAvailability.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmCreateCluster.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmDeleteCluster.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmInference.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmInitialize.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmUpdateCluster.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmUpdateLabel.m |
|
Notes: |
text/x-matlab |
|
Label: |
gmmUpdateWeight.m |
|
Notes: |
text/x-matlab |
|
Label: |
grownode.m |
|
Notes: |
text/x-matlab |
|
Label: |
hyperplane.mat |
|
Notes: |
application/matlab-mat |
|
Label: |
LICENSE.md |
|
Notes: |
text/markdown |
|
Label: |
maskingnoise.m |
|
Notes: |
text/x-matlab |
|
Label: |
netbackpropagation.m |
|
Notes: |
text/x-matlab |
|
Label: |
netfeedforwardf.m |
|
Notes: |
text/x-matlab |
|
Label: |
netFeedForward.m |
|
Notes: |
text/x-matlab |
|
Label: |
netTest.m |
|
Notes: |
text/x-matlab |
|
Label: |
netupdate.m |
|
Notes: |
text/x-matlab |
|
Label: |
netupdate_unlabeled.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNet_discriminative.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNet_generativeIDA.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNet_generative.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNetIDA.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNet_init.m |
|
Notes: |
text/x-matlab |
|
Label: |
ParsNet.m |
|
Notes: |
text/x-matlab |
|
Label: |
permutedmnist.part1.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
permutedmnist.part2.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
probit.m |
|
Notes: |
text/x-matlab |
|
Label: |
prunenode.m |
|
Notes: |
text/x-matlab |
|
Label: |
readme |
|
Notes: |
text/plain; charset=US-ASCII |
|
Label: |
readme |
|
Notes: |
text/plain; charset=US-ASCII |
|
Label: |
readme |
|
Notes: |
text/plain; charset=US-ASCII |
|
Label: |
readme |
|
Notes: |
text/plain; charset=US-ASCII |
|
Label: |
README.md |
|
Notes: |
text/markdown |
|
Label: |
recursiveMeanStd.m |
|
Notes: |
text/x-matlab |
|
Label: |
reduceShuffleData.m |
|
Notes: |
text/x-matlab |
|
Label: |
resetGradient.m |
|
Notes: |
text/x-matlab |
|
Label: |
rotatedmnist.part1.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
rotatedmnist.part2.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
rotatedmnist.part3.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
rotatedmnist.part4.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
rotatedmnist.part5.rar |
|
Notes: |
application/x-rar-compressed |
|
Label: |
sea.mat |
|
Notes: |
application/matlab-mat |
|
Label: |
selfLabelling.m |
|
Notes: |
text/x-matlab |
|
Label: |
stats.m |
|
Notes: |
text/x-matlab |
|
Label: |
totalWeightMovement.m |
|
Notes: |
text/x-matlab |
|
Label: |
weather.mat |
|
Notes: |
application/matlab-mat |
|
Label: |
weightImportance.m |
|
Notes: |
text/x-matlab |