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Topic: "nature-machine-intelligence"

mlech26l/ncps

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

Language: Python - Size: 5.78 MB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 2,139 - Forks: 342

lab-conrad/resVAE

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.

Language: Jupyter Notebook - Size: 7.45 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

zjunlp/KANO Fork of HICAI-ZJU/KANO

[Nature Machine Intelligence 2023] Knowledge Graph-enhanced Molecular Contrastive Learning with Functional Prompt

Language: Python - Size: 17.3 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

Related Topics
contrastive-learning 1 knowledge-graph 1 knowledge-informed-prompt-learning 1 molecule 1 prompt 1 prompt-learning 1 gene-expression 1 gene-sets 1 single-cell 1 single-cell-analysis 1 single-cell-omics 1 single-cell-rna-seq 1 single-cell-sequencing 1 cfc 1 keras 1 ncp 1 recurrent-neural-network 1 tensorflow 1