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@PonceLab

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Animadversio/README.md

Hi there 👋

I study computational neuroscience. I use deep generative models, optimization methods, and differential geometry to investigate visual representations in the brain and in the neural networks.

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  1. DiffusionFromScratch DiffusionFromScratch Public

    Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series

    Python 176 12

  2. TransformerFromScratch TransformerFromScratch Public

    Tutorial for Harvard Medical School ML from Scratch Series: Transformer from Scratch. Demo the usage of transformer in various domains: Music sheet, audio signal, image generation & discrimination

    Python 40 7

  3. GAN-Geometry GAN-Geometry Public

    Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"

    Jupyter Notebook 48 6

  4. NotionArxivChat-CLI NotionArxivChat-CLI Public

    A few CLI tools to immersively, browse, read Arxiv paper, save to notion, chat with them and save the chat history

    Python 11 1

  5. GPT-Auto-Data-Analytics GPT-Auto-Data-Analytics Public

    Automatize local data analysis with team of tool-using GPT agents

    Jupyter Notebook 8 2

  6. ActMax-Optimizer-Dev ActMax-Optimizer-Dev Public

    The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico

    Python 8 4