PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
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Sep 22, 2023 - Python
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nature-machine-intelligence
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resVAE is a restricted latent variational autoencoder that we wrote to uncover hidden structures in gene expression data, especially using single-cell RNA sequencing. In principle it can be used with any hierarchically structured data though, so feel free to play around with it.
gene-sets
gene-expression
single-cell
single-cell-rna-seq
single-cell-analysis
single-cell-omics
single-cell-sequencing
nature-machine-intelligence
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Jan 30, 2023 - Jupyter Notebook
[Nature Machine Intelligence 2023] Knowledge Graph-enhanced Molecular Contrastive Learning with Functional Prompt
molecule
prompt
knowledge-graph
contrastive-learning
nature-machine-intelligence
prompt-learning
knowledge-informed-prompt-learning
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May 16, 2023 - Python
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