Binxu (@Animadversio)
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Animadversio

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Top repositories

1

DiffusionFromScratch

Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series
Python
134
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2

GAN-Geometry

Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"
Jupyter Notebook
47
star
3

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
Python
26
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4

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"
Python
11
star
5

NotionArxivChat-CLI

A few CLI tools to immersively, browse, read Arxiv paper, save to notion, chat with them and save the chat history
Python
9
star
6

ActMax-Optimizer-Dev

The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico
Python
8
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7

Animadversio.github.io

Liquid
6
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8

Visual_Neuron_Modelling

Jupyter Notebook
4
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9

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)
Python
4
star
10

GPT-Auto-Data-Analytics

Automatize local data analysis with team of tool-using GPT agents
Jupyter Notebook
4
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11

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
3
star
12

CrossAttention-Similarity-Map

Using Vision transformer's attention head to measure and visualize the similarity of two images. (prototype evolved by DeePSim and BigGAN)
Python
3
star
13

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
3
star
14

Transformer-Neurons

Interpreting hidden units in pretrained Transformers. Project for MIT 6.8610
Python
2
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15

Hyperbolic_Space_Art

Jupyter Notebook
2
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16

DiffusionSpectra

Analyze Spectrum of diffusion operator and eigen states
Python
2
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17

Tone-Evoked-Potential-Data-Analysis

Project to analysis whole cell recording voltage trace in mice's auditory cortex , evoked by tones
Jupyter Notebook
2
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18

Bootstrap_Lecture

Lecture on Bootstrap for WashU Neuro Course "Coding and Statistical Thinking in Neuroscience" 2020
Jupyter Notebook
2
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19

CMAES_optimizer_matlab

MATLAB
2
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20

Neuro-ActMax-GAN-comparison

Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spaces
Jupyter Notebook
2
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21

Visual_Neuro_InSilico_Exp

Code to do in silico visual experiment, developing new optimization algorithms and analyze coding structure of GAN
Jupyter Notebook
2
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22

py2048

Simple implementation of 2048 in python. Command line and pygame interface.
Python
2
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23

Particle-System-Pattern-Generation

MATLAB
1
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24

ZiYue-GPT

Train a generative Language model to output ancient chinese text, using Chinese classics.
Python
1
star
25

morphable_image_mask

Codes to generate morphable mask as occluder or spotlight for image presentation
MATLAB
1
star
26

Prototype_Distribution

Where does prototypes (actmax) images locate on image manifolds and how training affects those?
Python
1
star
27

Manifold-attractor-in-Diffusion

Manifold-attractor-in-Diffusion
Mathematica
1
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28

DemoPackageBXW.jl

Julia
1
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29

Tuning-Manifold-Charting

Official Analysis Code Base for the Manifold Paper: Wang and Ponce, the Tuning Landscape of the Ventral Stream
MATLAB
1
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30

psychophysical_GIF

Making GIF demos for Psychophysical experiments and Visual illusions
MATLAB
1
star
31

DiffusionReasoning

Jupyter Notebook
1
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32

Transformer-Toy-Dissection

GPT is known to be bad at arithmetics. If it spent its life learning primary school math, will it understand arithmetics?
Python
1
star