Kuan-Wei Huang's repositories
kuanweih.github.io
Check my web :wink:
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
AudioMAE
This repo hosts the code and models of "Masked Autoencoders that Listen".
numpy-transformer
A numpy implementation of the Transformer model in "Attention is All You Need"
strong_lensing_vit_resnet
Vision Transformers on Gravitational Lens Images
SimSiam
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
ibot
iBOT: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
sim-gc-stars
Simulate globular cluster stellar populations
BAP
Bayesian Analysis with Python (Second Edition)
SelfSupervisedLearning_PyTorch
PyTorch Implementation of Self-Supervised Learning models
vaex
Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀
gde-examples
Gaia Discovery Engine examples
code2pdf
:fax: Convert various source codes into pdf file with custom features
tutorials
PyTorch tutorials.
KDE-Detector
KDE for 2D observational data
summarize-KDE
Deal with the image files from the results of KDE
ugali
Ultra-faint galaxy likelihood toolkit