Discover Animadversio/Transformer-Toy-Dissection Open Source project

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

134

GAN-Geometry

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

TransformerFromScratch

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

Foveated_Saccade_SimCLR

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

NotionArxivChat-CLI

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

ActMax-Optimizer-Dev

Animadversio.github.io

Liquid

Visual_Neuron_Modelling

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)

FloodFillNetwork-Notes

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

GPT-Auto-Data-Analytics

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

openai-gpt-playground

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

CrossAttention-Similarity-Map

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.

KeyPointDataPreprocess4DeepLabCut

Interpreting hidden units in pretrained Transformers. Project for MIT 6.8610

Transformer-Neurons

Hyperbolic_Space_Art

Analyze Spectrum of diffusion operator and eigen states

DiffusionSpectra

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

Tone-Evoked-Potential-Data-Analysis

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

Bootstrap_Lecture

CMAES_optimizer_matlab

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

Neuro-ActMax-GAN-comparison

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

py2048

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

Visual_Neuro_InSilico_Exp

Particle-System-Pattern-Generation

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

ZiYue-GPT

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

morphable_image_mask

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

Prototype_Distribution

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

Manifold-attractor-in-Diffusion

Mathematica

DemoPackageBXW.jl

Julia

Tuning-Manifold-Charting

Making GIF demos for Psychophysical experiments and Visual illusions

psychophysical_GIF

DiffusionReasoning