Binxu's repositories
pykan
Kolmogorov Arnold Networks
fast-kan
FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)
edm2
Analyzing and Improving the Training Dynamics of Diffusion Models (EDM2)
Neuro-ActMax-GAN-comparison
Official code repo for the BigGAN paper of the PonceLab. Neural Guided Image Synthesis in multiple Generator spaces
mini_edm
Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist
GPT-Auto-Data-Analytics
Automatize local data analysis with team of tool-using GPT agents
arxiv_submit_helper
Arxiv latex paper submission helper
NotionArxivChat-CLI
A few CLI tools to immersively, browse, read Arxiv paper, save to notion, chat with them and save the chat history
openai-gpt-playground
A personal note taking system using GPT apis; chating with webpage, pdfs and save the chat history to notion database
ActMax-Optimizer-Dev
The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico
gpt-code-ui
An open source implementation of OpenAI's ChatGPT Code interpreter
DiffusionFromScratch
Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series
lrm-steering
Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections (NeurIPS 2023)
Manifold-attractor-in-Diffusion
Manifold-attractor-in-Diffusion
Visual_Neuro_InSilico_Exp
Code to do in silico visual experiment, developing new optimization algorithms and analyze coding structure of GAN
convrnns
ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks. Dissection and feature visualization
edm
Elucidating the Design Space of Diffusion-Based Generative Models (EDM), with analytical solution teleportation
Prototype_Distribution
Where does prototypes (actmax) images locate on image manifolds and how training affects those?
DiffusionSpectra
Analyze Spectrum of diffusion operator and eigen states
lucent
Lucid library adapted for PyTorch
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