The source codes of DEVDAN Python (doi:10.21979/N9/5QAWOV)

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Part 1: Document Description
Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

The source codes of DEVDAN Python

Identification Number:

doi:10.21979/N9/5QAWOV

Distributor:

DR-NTU (Data)

Date of Distribution:

2022-06-24

Version:

1

Bibliographic Citation:

Ashfahani, Andri; Pratama, Mahardhika; Lughofer, Edwin; Ong, Yew-Soon, 2022, "The source codes of DEVDAN Python", https://doi.org/10.21979/N9/5QAWOV, DR-NTU (Data), V1

Study Description

Citation

Title:

The source codes of DEVDAN Python

Identification Number:

doi:10.21979/N9/5QAWOV

Authoring Entity:

Ashfahani, Andri (Nanyang Technological University)

Pratama, Mahardhika (Nanyang Technological University)

Lughofer, Edwin (Johannes Kepler University Linz, Austria)

Ong, Yew-Soon (Nanyang Technological University)

Software used in Production:

Python

Grant Number:

LCM K2 Center

Grant Number:

start-up grant

Distributor:

DR-NTU (Data)

Access Authority:

Pratama, Mahardhika

Depositor:

Pratama, Mahardhika

Date of Deposit:

2022-05-12

Holdings Information:

https://doi.org/10.21979/N9/5QAWOV

Study Scope

Keywords:

Computer and Information Science, Computer and Information Science, Denoising autoencoder, Data streams, Incremental learning

Abstract:

the source code of DEVDAN " DEVDAN: Deep evolving denoising autoencoder "

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 Studies

Ashfahani, Andri; Pratama, Mahardhika; Lughofer, Edwin; Ong, Yew-Soon, 2022, "The source codes of DEVDAN Matlab", <a href="https://doi.org/10.21979/N9/KPULXP">https://doi.org/10.21979/N9/KPULXP</a>, DR-NTU (Data)

Related Publications

Citation

Identification Number:

10.1016/j.neucom.2019.07.106

Bibliographic Citation:

Ashfahani, A., Pratama, M., Lughofer, E., & Ong, Y.-S. (2020). DEVDAN: Deep evolving denoising autoencoder. Neurocomputing, 390, 297-314.

Other Study-Related Materials

Label:

DEVDANbasic.py

Notes:

text/x-python

Other Study-Related Materials

Label:

DEVDAN-Copy1.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_covtype.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_creditcarddefault-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_creditcarddefault.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_electricitypricing-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_electricitypricing.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_hepmass.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_hyperplane.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN improved.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDANmainloop.py

Notes:

text/x-python

Other Study-Related Materials

Label:

DEVDAN_occupancy-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_occupancy.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_pmnist-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_pmnist.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_rfid-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_rfid.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_rmnist-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_rmnist.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_sea-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_sea.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_susy.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_weather-ablation.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

DEVDAN_weather.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

environmentdevdan.yml

Notes:

application/octet-stream

Other Study-Related Materials

Label:

LICENSE.md

Notes:

text/markdown

Other Study-Related Materials

Label:

original

Notes:

text/plain; charset=US-ASCII

Other Study-Related Materials

Label:

README.md

Notes:

text/markdown

Other Study-Related Materials

Label:

run ablation study.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

run DEVDAN experiments_bs1000_final.html

Notes:

text/html

Other Study-Related Materials

Label:

run DEVDAN experiments_bs1000.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

run DEVDAN experiments_bs1000-modif.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

trydevdan.ipynb

Notes:

application/x-ipynb+json

Other Study-Related Materials

Label:

utilsDEVDAN.py

Notes:

text/x-python