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@berenslab

Berens Lab @ University of Tübingen

Department of Data Science at the Hertie Institute for AI in Brain Health, University of Tübingen

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  1. rna-seq-tsne rna-seq-tsne Public

    The art of using t-SNE for single-cell transcriptomics

    Jupyter Notebook 122 34

  2. t-simcne t-simcne Public

    Unsupervised visualization of image datasets using contrastive learning

    Python 116 12

  3. pubmed-landscape pubmed-landscape Public

    The landscape of biomedical research

    Jupyter Notebook 113 11

  4. neural_data_science neural_data_science Public

    Contains programming labs and lecture notes for the lecture "Neural Data Science"

    Jupyter Notebook 99 24

  5. uneye uneye Public

    Deep neural network for eye movement detection

    Jupyter Notebook 74 30

  6. contrastive-ne contrastive-ne Public

    Contrastive neighbor embeddings

    Jupyter Notebook 52 7

Repositories

Showing 10 of 71 repositories
  • retinal-rl Public

    Testing theories about retinal coding in reinforcement learning environments

    berenslab/retinal-rl’s past year of commit activity
    Python 0 AGPL-3.0 1 22 1 Updated Dec 19, 2024
  • t-simcne Public

    Unsupervised visualization of image datasets using contrastive learning

    berenslab/t-simcne’s past year of commit activity
    Python 116 12 1 1 Updated Dec 17, 2024
  • retimgtools Public

    Web-based tools for retinal image annotation and evaluation.

    berenslab/retimgtools’s past year of commit activity
    Python 1 0 0 0 Updated Dec 13, 2024
  • eff-ph Public

    Persistent homology for high-dimensional data based on spectral methods

    berenslab/eff-ph’s past year of commit activity
    Jupyter Notebook 2 MIT 1 0 0 Updated Dec 6, 2024
  • hh_sbi Public
    berenslab/hh_sbi’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Dec 5, 2024
  • fundus_image_toolbox Public

    A Python package for fundus image processing.

    berenslab/fundus_image_toolbox’s past year of commit activity
    Jupyter Notebook 6 MIT 1 0 1 Updated Dec 2, 2024
  • rna-seq-tsne Public

    The art of using t-SNE for single-cell transcriptomics

    berenslab/rna-seq-tsne’s past year of commit activity
    Jupyter Notebook 122 GPL-3.0 34 2 0 Updated Nov 29, 2024
  • dependence-measures-medical-imaging Public

    This repository contains the code for the paper "Benchmarking Dependence Measures to Prevent Shortcut Learning in Medical Imaging".

    berenslab/dependence-measures-medical-imaging’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Nov 4, 2024
  • iclr-dataset Public

    ICLR dataset

    berenslab/iclr-dataset’s past year of commit activity
    Jupyter Notebook 18 5 1 0 Updated Oct 31, 2024
  • interpretable-deep-survival-analysis Public

    An interpretable end-to-end CNN for disease progression modeling that predicts late AMD onset (MICCAI 2024)

    berenslab/interpretable-deep-survival-analysis’s past year of commit activity
    Python 1 0 0 0 Updated Oct 29, 2024
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