doctorlinzhenxiang Goto Github PK

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

evolutionary-algorithm

Evolutionary Algorithm using Python

extreme-support-vector-regression

The code is used for the Pattern Recognition Letters paper "Robust regression with extreme support vectors". There are kernel based ESVR and conventional ESVR respectively. Please cite it as "Zhu, Wentao, Jun Miao, and Laiyun Qing. "Robust regression with extreme support vectors." Pattern Recognition Letters 45 (2014): 205-210."

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-ensemble-learning-with-python

Hands-On Ensemble Learning with Python, published by packt publishing

hexoblog

blog original files

irrls

GURLS-based Recursive Regularized Least Squares application for the iCub humanoid robot

libsvm

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

minfunc

My fork from Mark Schmidt's minFunc library (Version 2012)

mklaren

A Python Multiple kernel learning library.

neat-python

Python implementation of the NEAT neuroevolution algorithm

nochi

Minimalistic AlphaGoZero-like Engine

openshift

pattern_regression_matlab

Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the prediction power.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

support-vector-regression

machine learning coding project

svr

Support Vector Regression

svr-kerneladatron

Support vector machine to regression trained with kernel adatron algorithm

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

turbofan-airplane-fault-prognosis

A framework for fault prognosis on Turbofan engines. This is project using NASA's data, and it is part of my Master's Degree at ITA.

wlssvm_python

Weighted LSSVM for regression

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.