Earth2Mip

BioGPT — domain-specific generative pre-trained transformer for biomedical text mining and generation, pre-trained on 15M+ PubMed abstracts. Supports biomedical text generation, relation extraction, q

1 shared topic • 2 shared operations

DVC (Data Version Control) — Git-based version control for data, models, and ML experiments. Provides data versioning with .dvc files, ML pipeline definition via dvc.yaml DAGs, experiment tracking and

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Geneformer — transformer-based foundation model pretrained on ~30 million single-cell transcriptomes for context-specific gene network analysis. Supports fine-tuning for cell type classification, gene

1 shared topic • 2 shared operations

JAX — Google's high-performance numerical computing library combining NumPy API with automatic differentiation (grad, value_and_grad), just-in-time XLA compilation (jit), automatic vectorization (vmap

1 shared topic • 2 shared operations

PyTorch — open-source deep learning framework for building and training neural networks in biology and life sciences. Provides tensor computation with GPU acceleration, automatic differentiation (auto

1 shared topic • 2 shared operations