Chenghao Liu's repositories
NLL_anomaly_detection
A simple anomaly detection algorithm for medical imaging based on multi-atlas image registration and negative log likelihood.
nii_preview
A simple utility to visualize 3D NIFTI image based on Python3.
cmake_template
a simple CMake template
ddpm_playground
[WIP] Implementation of DDPM from scratch.
dense3dCrf
Fully-connected (dense) 3D CRF for processing biomedical scans
GI_renderer
A global illumination framework for rendering photorealistic images.
Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
nifticlib
Nifticlib is a C I/O library for reading and writing files in the nifti-1 data format. nifti-1 is a binary file format for storing medical image data, e.g. magnetic resonance image (MRI) and functional MRI (fMRI) brain images.
openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
petal3d
Procedural mesh and texture generator with local rendering support
voxelmorph
Unsupervised Learning for Image Registration