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DiffusionFromScratch
Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch SeriesGAN-Geometry
Official Code for ICLR2021 paper "A Geometric Analysis of Deep Generative Image Models and Its Applications"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 & discriminationFoveated_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 historyActMax-Optimizer-Dev
The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silicoAnimadversio.github.io
Visual_Neuron_Modelling
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 agentsopenai-gpt-playground
A personal note taking system using GPT apis; chating with webpage, pdfs and save the chat history to notion databaseCrossAttention-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.Transformer-Neurons
Interpreting hidden units in pretrained Transformers. Project for MIT 6.8610Hyperbolic_Space_Art
DiffusionSpectra
Analyze Spectrum of diffusion operator and eigen statesTone-Evoked-Potential-Data-Analysis
Project to analysis whole cell recording voltage trace in mice's auditory cortex , evoked by tonesBootstrap_Lecture
Lecture on Bootstrap for WashU Neuro Course "Coding and Statistical Thinking in Neuroscience" 2020CMAES_optimizer_matlab
Neuro-ActMax-GAN-comparison
Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spacespy2048
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 GANParticle-System-Pattern-Generation
morphable_image_mask
Codes to generate morphable mask as occluder or spotlight for image presentationPrototype_Distribution
Where does prototypes (actmax) images locate on image manifolds and how training affects those?Manifold-attractor-in-Diffusion
Manifold-attractor-in-DiffusionDemoPackageBXW.jl
Tuning-Manifold-Charting
Official Analysis Code Base for the Manifold Paper: Wang and Ponce, the Tuning Landscape of the Ventral Streampsychophysical_GIF
Making GIF demos for Psychophysical experiments and Visual illusionsDiffusionReasoning
Transformer-Toy-Dissection
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