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1. End-to-End-Transformer-Systems-Classification-Language-Modeling-and-ALiBi-Optimization End-to-End-Transformer-Systems-Classification-Language-Modeling-and-ALiBi-Optimization Public

   End-to-end Transformer implementations from scratch in PyTorch, including encoder-based classification, causal language modeling, attention visualization, and ALiBi positional bias exploration with…

   Python

2. SentimentLM-A-Minimal-Language-Model-for-Text-Classification SentimentLM-A-Minimal-Language-Model-for-Text-Classification Public

   An end-to-end sentiment language model built with Deep Averaging Networks (DAN), featuring modular word and BPE tokenization, padded batching, and configurable training workflows.

   Python

3. 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

4. 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 2

5. SAS-model SAS-model Public

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

   Python 6 1

6. VCL VCL Public

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

   Python 3 1