LI Chao's Projects
Reference implementations of popular deep learning models.
:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
resting-state fmri tools
链家爬虫
Survival analysis in Python
Lecture Notes for Linear Algebra Featuring Python
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
Automatic bar & violin plots with groups, whiskers, significance bridges
Standalone MATLAB implementation of permutation TFCE correction
plot chord diagram with matplotlib
Single-level and multi-level mediation analyses for any kind of data, with bootstrap-based significance testing. Neuroimaging-oriented functions allow for mediation effect parametric mapping (mapping of mediation effects across the brain) and multivariate mediation.
Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Models and examples built with TensorFlow
Pre-trained and Reproduced Deep Learning Models (经典复现模型)
Official Keras&PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
Graph neural network (GNN) for molecular property prediction (3D structure)
Pytorch implementation of three Multiple Instance Learning or Multi-classification papers
Code for Task representations in neural networks trained to perform many cognitive tasks
Light-weight Matlab toolbox for multivariate pattern analysis (MVPA)
Demo code for Wei Huang, “Long Short-Term Memory Network Based neural decoding of Complex Natural Images”
Official NetworkX source code repository.
深度认知神经每周讨论小组
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
A Python Toolbox for Multimode Neural Data Representation Analysis
Neurosynth core tools
A Python API for deploying deep neural networks for Neuroimaging research. Powered by IMG at Stevens Neuroimaging and Informatics Institute, KSOM, USC.
Machine learning for NeuroImaging in Python