机器学习、深度学习的学习路径及知识总结

Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).

Yet Another Network Analysis Toolkit

Characterizing Optimal Signal Propagation in the Human Brain Network

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Calculates SpringRank from directed networks or pairwise comparisons

MEA-NAP. A streamlined diagnostic and analytic tool for data obtained using microelectrode arrays.

Understanding Deep Learning - Simon J.D. Prince

中文 Python 笔记

A MATLAB system for disciplined convex programming

《深度学习入门：基于Python的理论与实现》电子版及配套代码​。​

Surface to Tractography Real-time EEG Activation Mapping in 4 Dimensions

Extra graphics used in Stochastic Physics in Biology Gordon Research Seminar 2023

Tools for computing brain network instability, a biomarker for brain aging.

手写实现李航《统计学习方法》书中全部算法

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Cortical neuroimaging visualization in Python

Machine Learning for Engineers in MATLAB

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

Gaussian Process Regression using GPML toolbox

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Second Training Course on Neural Modeling and Programming. 第二届神经计算建模及编程培训班.

机器学习相关教程

First Training Course on Neural Modeling and Programming. 第一届神经计算建模及编程培训班.