Animadversio

DiffusionFromScratch

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

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

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

GPT-Auto-Data-Analytics

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

openai-gpt-playground

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

DiffusionSpectra

Analyze Spectrum of diffusion operator and eigen states

Neuro-ActMax-GAN-comparison

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

Visual_Neuro_InSilico_Exp

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

DiffusionReasoning

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Manifold-attractor-in-Diffusion

Manifold-attractor-in-Diffusion

Prototype_Distribution

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

pyarxiv

The arXiv client you deserve, upgraded

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction"

Animadversio

arxiv_submit_helper

Arxiv latex paper submission helper

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

convrnns

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks. Dissection and feature visualization

DiffusionMemorization

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM), with analytical solution teleportation

edm2

Analyzing and Improving the Training Dynamics of Diffusion Models (EDM2)

fast-kan

FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)

gpt-code-ui

An open source implementation of OpenAI's ChatGPT Code interpreter

lrm-steering

Cognitive Steering in Deep Neural Networks via Long-Range Modulatory Feedback Connections (NeurIPS 2023)

lucent

Lucid library adapted for PyTorch

Mice-Licking-Classification

mini_edm

Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist

pykan

Kolmogorov Arnold Networks