Animadversio/Transformer-Neurons

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Created about 2 years ago
Updated over 1 year ago

Animadversio/Transformer-Neurons

Animadversio

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Interpreting hidden units in pretrained Transformers. Project for MIT 6.8610

DiffusionFromScratch

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

GAN-Geometry

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

Jupyter Notebook

TransformerFromScratch

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

Foveated_Saccade_SimCLR

Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation"

NotionArxivChat-CLI

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

ActMax-Optimizer-Dev

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

Animadversio.github.io

Visual_Neuron_Modelling

Jupyter Notebook

FloodFillNetwork-Notes

Flood Fill Network for 3d Electron Microscopy volume neuron segmentation. Adapt from google FFN-master add notes and custom variation and parallelization (for windows and our retina & LGN data)

GPT-Auto-Data-Analytics

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

Jupyter Notebook

openai-gpt-playground

A personal note taking system using GPT apis; chating with webpage, pdfs and save the chat history to notion database

Jupyter Notebook

CrossAttention-Similarity-Map

Using Vision transformer's attention head to measure and visualize the similarity of two images. (prototype evolved by DeePSim and BigGAN)

KeyPointDataPreprocess4DeepLabCut

A short script to re-format the key point coordinate data got from ImageJ (txt) into format (hdf5) required by DeepLabCut to make training dataset.

Jupyter Notebook

Hyperbolic_Space_Art

Jupyter Notebook

DiffusionSpectra

Analyze Spectrum of diffusion operator and eigen states

Tone-Evoked-Potential-Data-Analysis

Project to analysis whole cell recording voltage trace in mice's auditory cortex , evoked by tones

Jupyter Notebook

Bootstrap_Lecture

Lecture on Bootstrap for WashU Neuro Course "Coding and Statistical Thinking in Neuroscience" 2020

Jupyter Notebook

CMAES_optimizer_matlab

Neuro-ActMax-GAN-comparison

Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spaces

Jupyter Notebook

py2048

Simple implementation of 2048 in python. Command line and pygame interface.

Visual_Neuro_InSilico_Exp

Code to do in silico visual experiment, developing new optimization algorithms and analyze coding structure of GAN

Jupyter Notebook

Particle-System-Pattern-Generation

ZiYue-GPT

Train a generative Language model to output ancient chinese text, using Chinese classics.

morphable_image_mask

Codes to generate morphable mask as occluder or spotlight for image presentation

Prototype_Distribution

Where does prototypes (actmax) images locate on image manifolds and how training affects those?

Manifold-attractor-in-Diffusion

Manifold-attractor-in-Diffusion

DemoPackageBXW.jl

Tuning-Manifold-Charting

Official Analysis Code Base for the Manifold Paper: Wang and Ponce, the Tuning Landscape of the Ventral Stream

psychophysical_GIF

Making GIF demos for Psychophysical experiments and Visual illusions

DiffusionReasoning

Jupyter Notebook

Transformer-Toy-Dissection

GPT is known to be bad at arithmetics. If it spent its life learning primary school math, will it understand arithmetics?