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1. PGVAE PGVAE Public

   PPGVAE is a property-prioritized VAE which maps samples with higher property values closer to the origin of its latent space. This way samples with higher property values, have higher property of g…

   Jupyter Notebook 2

2. BEDwARS BEDwARS Public

   BEDwARS is a Bayesian approach to deconvolving bulk expression profiles using noisy reference expression profiles (“signatures”) of the constituent cell types.

   Jupyter Notebook 9 3

3. ehsansaleh/firth_bias_reduction ehsansaleh/firth_bias_reduction Public

   This repository contains the experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".

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4. fw-pGENMi fw-pGENMi Public

   PyTorch implementation of probabilistic graphical models pgenmi and fwpgenmi for the integrated analysis of multi-omics measurements underlying cellular state changes.

   Python 1

5. code_dcf code_dcf Public

   This repository contains the firth bias reduction experiments on the few-shot distribution calibration method conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction i…

   Python 2

6. GCKnockNet GCKnockNet Public

   Jupyter Notebook