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cnns-lstms-time-series

1) How to Prepare Time Series Data for CNNs and LSTMs?? 2) How to Develop CNNs for Time Series Forecasting?? 3) How to Develop LSTMs for Time Series Forecasting?? 4) How to Load and Explore Household Energy Usage Data?? 5) How to Develop CNNs for Multi-step Energy Usage Forecasting?? 6) How to Develop LSTMs for Multi-step Energy Usage Forecasting

https://github.com/syedhasnat/cnns-lstms-time-series

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.4%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

1) How to Prepare Time Series Data for CNNs and LSTMs?? 2) How to Develop CNNs for Time Series Forecasting?? 3) How to Develop LSTMs for Time Series Forecasting?? 4) How to Load and Explore Household Energy Usage Data?? 5) How to Develop CNNs for Multi-step Energy Usage Forecasting?? 6) How to Develop LSTMs for Multi-step Energy Usage Forecasting

Basic Info
  • Host: GitHub
  • Owner: SyedHasnat
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 56.6 KB
Statistics
  • Stars: 9
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 3
Created over 4 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Citation

README.md

CNNs-LSTMs-Time-Series

  • How to Prepare Time Series Data for CNNs and LSTMs?
  • How to Develop CNNs for Time Series Forecasting?
  • How to Develop LSTMs for Time Series Forecasting?
  • How to Load and Explore Household Energy Usage Data?
  • How to Develop CNNs for Multi-step Energy Usage Forecasting?
  • How to Develop LSTMs for Multi-step Energy Usage Forecasting?

if it helped kindly cite DOI

Owner

  • Name: Syed Hasnat
  • Login: SyedHasnat
  • Kind: user
  • Location: Mardan

Electrical Engineer | Forecasting | Deep Learning | Reinforcement Learning | Matlab

Citation (CITATION.cff) 

@misc{syed_muhammad_hasanat_2024_11180623,
  author       = {Syed Muhammad Hasanat},
  title        = {Time Series Data Preparation for CNN and LSTM},
  month        = may,
  year         = 2024,
  publisher    = {Zenodo},
  version      = {v1.2},
  doi          = {10.5281/zenodo.11180681},
  url          = {https://doi.org/10.5281/zenodo.11180681}
}

GitHub Events

Total
  • Watch event: 3
  • Fork event: 1
Last Year
  • Watch event: 3
  • Fork event: 1