xueyhchina Goto Github PK

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

bd-elm

BD-ELM: A Regularized Extreme Learning Machine Using Biased DropConnect and Biased Dropout

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

discrete-coded-waveforms_radar

This project simulates various discrete-coded waveforms in radar systems: pulse train, barker, polyphase and PRN codes.

encephal

A simple library to build complex neural networks of all kinds: MLP, LSTM, RNN,...

examples_elm

Examples with extreme learning machine

exercise

exercise for nndl

fate

An Industrial Level Federated Learning Framework

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gdlibrary

Matlab library for gradient descent algorithms: Version 1.0.1

gspbox

Graph Signal Processing in Matlab

learn-statistical-learning-method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

lihang-code

《统计学习方法》的代码实现

machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

mimo-radar-reinforcement-learning-environment

mlbop

Matlab code for S. Theodoridis' "Machine Learning: A Bayesian and Optimization Perspective" (2015).

nndl

Another Chinese Translation of Neural Networks and Deep Learning

nndl-codes

Sample Codes for NNDL

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

online-recurrent-extreme-learning-machine

Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python

prmlt

Matlab code for machine learning algorithms in book PRML

pydpm

A Python Library for Deep Probabilistic Models

pypofacets

A Python implementation of the Radar Cross-Section simulation, based on POFacets.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-elm

Extreme Learning Machine implementation in Python