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ctheodoris
/
Geneformer

Fill-Mask
Transformers
Safetensors
bert
single-cell
genomics
Model card Files Files and versions
xet
Community
585

Instructions to use ctheodoris/Geneformer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ctheodoris/Geneformer with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("fill-mask", model="ctheodoris/Geneformer")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForMaskedLM
    
    tokenizer = AutoTokenizer.from_pretrained("ctheodoris/Geneformer")
    model = AutoModelForMaskedLM.from_pretrained("ctheodoris/Geneformer")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
Geneformer / examples
Ctrl+K
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  • 20 contributors
History: 7 commits
Christina Theodoris
Add example input labels for distinguishing bivalent promoters.
996d3e5 almost 3 years ago
  • example_input_files
    Add example input labels for distinguishing bivalent promoters. almost 3 years ago
  • cell_classification.ipynb
    95.8 kB
    Add data collator for gene classification and example for gene classification over 3 years ago
  • gene_classification.ipynb
    167 kB
    Add data collator for gene classification and example for gene classification over 3 years ago
  • hyperparam_optimiz_for_disease_classifier.py
    6.77 kB
    Add example for hyperparameter optimization for disease classifier about 3 years ago
  • in_silico_perturbation.ipynb
    3.37 kB
    Add in silico perturbation example notebook. almost 3 years ago
  • pretrain_geneformer_w_deepspeed.py
    5 kB
    Add data collator for cell classification and example for cell classification over 3 years ago