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EpiClass-donor-life-stage
KatLeChat/EpiClass-donor-life-stage
EpiClass-donor-life-stage is a machine learning model from KatLeChat. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as agpl-3.0.
Epigenome life stage classifier trained on the EpiATLAS dataset. The classes are: - adult - child - embryonic - fetal - newborn
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Updated Jan 6, 2026
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At a glance
- License
- agpl-3.0
- Access
- Public
- Created
- Aug 26, 2025
- Updated
- Jan 6, 2026
- SHA
- 5186671f
Model card
From the Hugging Face model README
Epigenomic Classifer - Donor life stage
Epigenome life stage classifier trained on the EpiATLAS dataset. The classes are:
- adult
- child
- embryonic
- fetal
- newborn
The model is a simple dense feedforward neural network, with one hidden layer of 3000 nodes. The model was trained using PyTorch Lightning. See Github repository labjacquespe/EpiClass for model code.
See the .o and .e files for training details. More information is also available on Comet ML, in the rabyj/epiclass project. The ID of this training run is 91214ed0b1664395b1826dc69a495ed4
For more context, see the associated publication: Leveraging a large harmonized epigenomic data collection for metadata prediction to validate and augment over 350,000 public epigenomic datasets
- License
- agpl-3.0
- Created
- Aug 26, 2025
- Updated
- Jan 6, 2026