Guofeng Cao's repositories
dotfiles
Configurations files for linux goodies
Convolutional-KANs
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.
pykan
Kolmogorov Arnold Networks
llm.c
LLM training in simple, raw C/CUDA
chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
satclip
PyTorch implementation of SatCLIP
earth-forecasting-transformer
Official implementation of Earthformer
GDKL
Code that accompanies the paper Guided Deep Kernel Learning
BIMT
Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.
StableStudio
Community interface for generative AI
DragGAN
Code for DragGAN (SIGGRAPH 2023)
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
berd_r_courses
Slides and materials for the OHSU OCTRI BERD R courses
fortuna
A Library for Uncertainty Quantification.
osm-finder
A "line-network" geolocation tool created for Bellingcat's September 2022 Hackathon: https://www.bellingcat.com/resources/2022/10/06/automated-map-searches-scam-busting-tools-and-twitter-search-translations-here-are-the-results-of-bellingcats-second-hackathon/
STRbook
Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie
Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
BRAILS
DL-based Building Information Modeling (BIM).
pixel-constrained-cnn-pytorch
Pytorch implementation of Pixel Constrained CNN, a framework for probabilistic semantic inpainting :art:
gansformer
Generative Adversarial Transformers
CogVideo
Text-to-video generation.