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1. Image-Classification-with-Deep-Learning-in-Python Image-Classification-with-Deep-Learning-in-Python Public

   From-Scratch Deep Learning Models for Image Classification: Lenet, CNN, and FNNs.

   Jupyter Notebook 1

2. Diffusion-models-for-single-cell-gene-expression-data Diffusion-models-for-single-cell-gene-expression-data Public

   We train a denoising diffusion probabilistic model on single-cell RNA-seq data (PBMC3k) to learn a generative model of gene-expression states, and show that generated cells recover realistic cell-t…

   Python 1

3. SAS-model SAS-model Public

   Code for paper Learning Credit Assignment (Phys. Rev. Lett. 125, 178301 (2020) and Arxiv: 2001.03354).

   Python 6 1

4. VCL VCL Public

   Code for paper Statistical mechanics of continual learning: variational principle and mean-field potential (PhysRevE.108.014309).

   Python 3 1

5. MDL-model MDL-model Public

   Code for paper Emergence of hierarchical modes from deep learning (Phys. Rev. Research 5, L022011)

   Jupyter Notebook 1

6. Easy-framework-for-EI-balance Easy-framework-for-EI-balance Public

   This is a simple framework to realize excitatory and inhibitory balance in recurrent neural networks.

   Jupyter Notebook 2