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Deml Models

This repository contains the baseline PyTorch models used by the DEML Platform for forecasting Service Level Agreement (SLA) breaches and identifying Threat Anomalies (TA) based on incoming telemetry.

Sourcehuggingface.co/joealongi/deml-models/tree/d342e2d5260fc3d086ff1fd030f35256a54a319d
KindOtherVersionRevision d342e2dPublisher@joealongiCgrade

Model source

Kind
Other
File size
2.49–21.0 KB
Version
vRevision d342e2d
Updated
Oct 3, 2026
Publisher
@joealongi
Downloads
0
Source
Hugging Face

Source description

DEML Platform - Telemetry & Threat Models

This repository contains the baseline PyTorch models used by the DEML Platform for forecasting Service Level Agreement (SLA) breaches and identifying Threat Anomalies (TA) based on incoming telemetry.

License

These models are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. You are free to use them for academic and research purposes, but commercial use is strictly prohibited.

Sources

1 source
Hugging FacePrimaryVersion d342e2d5260fc3d086ff1fd030f35256a54a319d
huggingface.co/joealongi/deml-models/tree/d342e2d5260fc3d086ff1fd030f35256a54a319d

Verified Oct 3

Model artifacts

16 artifacts

ces_models/platform_ces_model.pt

pt · 2.49 KB · SHA-256 6f0410048fa2…220a · Hugging Face

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sla_models/141ec9ed4bcf_sla_model.pt

pt · 2.74 KB · SHA-256 c2e3c6eddcb2…ccae · Hugging Face

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sla_models/304ce8efd57f_sla_model.pt

pt · 2.74 KB · SHA-256 c0d8e35231f1…cc07 · Hugging Face

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sla_models/99087ee505e1_sla_model.pt

pt · 2.75 KB · SHA-256 f02ce4dd56ef…6c84 · Hugging Face

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sla_models/9f4bc22fc29ae4d3_sla_model.pt

pt · 2.55 KB · SHA-256 39f36e755cd5…a666 · Hugging Face

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sla_models/d294fcce0cc8_sla_model.pt

pt · 2.75 KB · SHA-256 5d78331bc2a6…aab0 · Hugging Face

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sla_models/f850333fb16d_sla_model.pt

pt · 2.74 KB · SHA-256 8c2dfcb892bd…f421 · Hugging Face

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temporal_models/99087ee505e1_spiking_temporal_forecaster.pt

pt · 3.91 KB · SHA-256 8a0484a6d896…8368 · Hugging Face

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temporal_models/9f4bc22fc29ae4d3_neural_seasonal.pt

pt · 2.54 KB · SHA-256 16aa135be07a…204a · Hugging Face

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temporal_models/9f4bc22fc29ae4d3_p99_gru.pt

pt · 16.3 KB · SHA-256 2b3ed23dfa04…0891 · Hugging Face

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temporal_models/9f4bc22fc29ae4d3_p99_lstm.pt

pt · 21.0 KB · SHA-256 fefa025ae0e7…2fc9 · Hugging Face

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temporal_models/9f4bc22fc29ae4d3_spiking_temporal.pt

pt · 6.12 KB · SHA-256 477026504338…10b6 · Hugging Face

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temporal_models/9f4bc22fc29ae4d3_tft_lite.pt

pt · 16.6 KB · SHA-256 2113b34602b9…5500 · Hugging Face

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temporal_models/d294fcce0cc8_spiking_temporal_forecaster.pt

pt · 3.87 KB · SHA-256 e4e02a48d244…b4cf · Hugging Face

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threat_models/9f4bc22fc29ae4d3_threat_model.pt

pt · 2.83 KB · SHA-256 0b2e5340abb1…98c7 · Hugging Face

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threat_models/platform_threat_model.pt

pt · 2.85 KB · SHA-256 5bd5feddcb58…657c · Hugging Face

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Source excerpts

3 excerpts
ReadmeJul 11huggingface.co/joealongi/deml-models

--- license: cc-by-nc-4.0 tags: - pytorch - tabular-classification - anomaly-detection --- # DEML Platform - Telemetry & Threat Models This repository contains the baseline PyTorch models used by the DEML Platform for forecasting Service Level Agreement (SLA) breaches and identifying Threat Anomalies (TA) based on incoming telemetry. ## License These models are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license. You are free to use them for academic and research purposes, but commercial use is strictly prohibited.

NoteOct 3huggingface.co/joealongi/deml-models

Source context: 0 downloads · 1 likes · Pipeline tabular-classification · Repo joealongi/deml-models

NoteJul 11huggingface.co/joealongi/deml-models

Source context: 0 downloads · 0 likes · Pipeline tabular-classification · Repo joealongi/deml-models