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标签

Machine Learning Deep Learning Reinforcement Learning 增强学习 NLP 后台开发 Deep NLP 本科课程 微观经济型原理 PyTorch Recognition System PHP 物联网 Linux Neural Network 数据挖掘 计算机网络 Policy Gradient CNN NMT Attention AlphaGo Tensor DQN MySQL Linear Regression LSTM C++ AlphaZero
A3C

RL - DQN & A3C & GAE

AES

物联网安全概论

Actor-Critic

RL - Policy Gradient

Adaboost

Recognizing License Plates

Recognizing Faces

AlphaGo

AlphaGo, AlphaGo Zero and AlphaZero

论文翻译：在没有人类知识的情况下掌握围棋

RL - Integrating Learning and Planning

RL - Introduction to Reinforcement Learning

AlphaZero

中国象棋Zero技术详解

AlphaGo, AlphaGo Zero and AlphaZero

论文翻译：在没有人类知识的情况下掌握围棋

Arch

记录：Archlinux搭建php，nginx，mysql开发环境

Attention

Paper Reading - Stacked Attention Networks for Image QA

Paper Reading - Attention Is All You Need

Deep NLP - Question Answering

Deep NLP - Conditional Language Model with Attention

Autograd

PyTorch源码浅析(4)：Autograd

PyTorch源码浅析：简介

Bagging

决策树 & 随机森林中的公式推导

Bias

应用机器学习的一些建议

Bloom Filter

Combined Multi-dimension Bloom Filter

物联网存储技术

Boosting

提升方法：GBDT , XGBOOST & AdaBoost

ByteBet

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

C#

Unity学习笔记

C++

PyTorch源码浅析(5)：Python扩展

C++笔记

C++关于对象传值与传引用的总结

C4.5 CART

决策树 & 随机森林中的公式推导

CBoW

Deep NLP - Word Level Semantics

CCZero

中国象棋Zero技术详解

CFR

德州扑克AI算法浅析

CNN

Paper Reading - Stacked Attention Networks for Image QA

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

Paper Reading - Context Encoder

卷积神经网络(CNN)

CONV

PyTorch源码浅析(3)：NN

CUDA

PyTorch源码浅析(2)：THC

CV

Paper Reading - Stacked Attention Networks for Image QA

Paper Reading - Context Encoder

Canny

Recognizing Vehicles

Clustering

深入理解聚类算法

聚类（Clustering）

Collaborative Filtering

推荐系统 （Recommender Systems）

Consumer Surplus

Microeconomics - Consumers, Producers, and the Efficiency of Markets

DBSCAN

深入理解聚类算法

DDPG

RL - Deep Deterministic Policy Gradient (DDPG)

DES

物联网安全概论

DPG

RL - Deep Deterministic Policy Gradient (DDPG)

DQN

RL - Deep Deterministic Policy Gradient (DDPG)

RL - DQN & A3C & GAE

RL - Value Function Approximation

DRL

RL - Introduction to Reinforcement Learning

Data Structure

Combined Multi-dimension Bloom Filter

Daugman

Recognizing Irises

Debug

gdb基本使用方法

Decision Tree

决策树 & 随机森林中的公式推导

决策树之ID3算法详解

Deep Learning

AlphaGo, AlphaGo Zero and AlphaZero

论文翻译：在没有人类知识的情况下掌握围棋

RL - Value Function Approximation

Paper Reading - Stacked Attention Networks for Image QA

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

Paper Reading - Attention Is All You Need

Deep NLP - Question Answering

Deep NLP - Speech Recognition

Deep NLP - Conditional Language Model with Attention

Deep NLP - Conditional Language Model

Deep NLP - Text Classification

Deep NLP - Recurrent Neural Networks and Language Modelling

Deep NLP - Word Level Semantics

Regularization for Deep Learning

Paper Reading - Context Encoder

Understanding RNN&LSTM Networks

卷积神经网络(CNN)

Deep NLP

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

Paper Reading - Attention Is All You Need

Deep NLP - Question Answering

Deep NLP - Speech Recognition

Deep NLP - Conditional Language Model with Attention

Deep NLP - Conditional Language Model

Deep NLP - Text Classification

Deep NLP - Recurrent Neural Networks and Language Modelling

Deep NLP - Word Level Semantics

DeepStack

德州扑克AI算法浅析

Demand Curve

Microeconomics - The Market Forces of Supply and Demand

Dense

神经网络(Neural Network)(下)

神经网络(Neural Network)(上)

Disqus

Hexo 搭建博客踩坑记录

Docker

记录：在 Docker 上配置 PHP 应用

Dyna

RL - Integrating Learning and Planning

Dynamic Programming

RL - Planning by Dynamic Programming

EJB

物联网中间件技术

EM

深入理解EM算法

Equilibrium

Microeconomics - The Market Forces of Supply and Demand

F1

Machine Learning System Design

FLD

Recognizing Irises

Face Recognition

Recognizing Faces

GAE

RL - DQN & A3C & GAE

GBDT

提升方法：GBDT , XGBOOST & AdaBoost

GDB

gdb基本使用方法

Game Dev

Unity学习笔记

Git

GIT 笔记

Github Pages

Hexo 搭建博客踩坑记录

Gitment

Hexo 搭建博客踩坑记录

HASH

物联网安全概论

HMM

隐马尔科夫模型（HMM）

HTTP

计算机网络

Hexo

Hexo 搭建博客踩坑记录

Hough Transform

Recognizing Irises

ID3

决策树 & 随机森林中的公式推导

决策树之ID3算法详解

Iris

Recognizing Irises

JSON

在PHP语言中使用JSON

Java

物联网中间件技术

K-Means

深入理解聚类算法

聚类（Clustering）

L1 Norm

Regularization for Deep Learning

L2 Norm

Regularization for Deep Learning

LSTM

Deep NLP - Text Classification

Deep NLP - Recurrent Neural Networks and Language Modelling

Understanding RNN&LSTM Networks

Language Model

Deep NLP - Recurrent Neural Networks and Language Modelling

Libratus

德州扑克AI算法浅析

Linear Regression

线性回归中的一些公式推导

Linear Regression with Multiple Variables

Linear Regression with One Variable

Linux

安装Memcache

记录：Archlinux搭建php，nginx，mysql开发环境

Linux常用命令总结(三)：网络与进程

Linux常用命令总结(二)：数据处理

Linux常用命令总结(一)：常规

Logistic Regression

线性回归中的一些公式推导

Logistic Regression

MCTS

中国象棋Zero技术详解

RL - Integrating Learning and Planning

MDP

RL - Planning by Dynamic Programming

RL - Markov Decision Processes

MSER

Recognizing License Plates

Machine Learning

隐马尔科夫模型（HMM）

深入理解EM算法

深入理解聚类算法

深入理解SVM

提升方法：GBDT , XGBOOST & AdaBoost

决策树 & 随机森林中的公式推导

线性回归中的一些公式推导

阿里音乐流行趋势预测大赛总结

决策树之ID3算法详解

Large Scale Machine Learning

推荐系统 （Recommender Systems）

Anomaly Detection

Dimensionality Reduction

聚类（Clustering）

初识SVM

Machine Learning System Design

应用机器学习的一些建议

神经网络(Neural Network)(下)

神经网络(Neural Network)(上)

正则化解决过度拟合问题

Logistic Regression

Octave Tutorial

Linear Regression with Multiple Variables

Linear Regression with One Variable

Introduction to machine learning

Machine Translation

Deep NLP - Conditional Language Model with Attention

Deep NLP - Conditional Language Model

MapReduce

Large Scale Machine Learning

Marginal Cost

Microeconomics - The Costs of Production

Market Efficiency

Microeconomics - Consumers, Producers, and the Efficiency of Markets

Marr-Hildreth Edge Detector

Recognizing Image Features and Patterns

Mathjax

Hexo 搭建博客踩坑记录

Matlab

Octave Tutorial

Memcache

安装Memcache

Model-Free

RL - Model-Free Prediction

Monte-Carlo Control

RL - Model-Free Control

Monte-Carlo Learning

RL - Model-Free Prediction

MySQL

Mysqli 使用

记录：Archlinux搭建php，nginx，mysql开发环境

MySQL 笔记

N-Gram

Deep NLP - Recurrent Neural Networks and Language Modelling

NLP

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

Paper Reading - Attention Is All You Need

Deep NLP - Question Answering

Deep NLP - Speech Recognition

Deep NLP - Conditional Language Model with Attention

Deep NLP - Conditional Language Model

Deep NLP - Text Classification

Deep NLP - Recurrent Neural Networks and Language Modelling

Deep NLP - Word Level Semantics

隐马尔科夫模型（HMM）

NMT

Paper Reading - Neural Machine Translation In Linear Time (ByteNet)

Paper Reading - Attention Is All You Need

Deep NLP - Conditional Language Model with Attention

Deep NLP - Conditional Language Model

NN

PyTorch源码浅析：简介

Naive Bayes

Deep NLP - Text Classification

Neural Network

PyTorch源码浅析(3)：NN

RL - Value Function Approximation

神经网络(Neural Network)(下)

神经网络(Neural Network)(上)

Nginx

记录：Archlinux搭建php，nginx，mysql开发环境

OS

嵌入式操作系统

Octave

Octave Tutorial

Otsu

Recognizing License Plates

Overfitting

应用机器学习的一些建议

PCA

Recognizing Faces

Dimensionality Reduction

PHP

记录：在 Docker 上配置 PHP 应用

记录：微信后台开发

记录：用PHP实现简单web框架

Mysqli 使用

记录：Archlinux搭建php，nginx，mysql开发环境

在PHP语言中使用JSON

PKI

物联网安全概论

PPO

RL - Proximal Policy Optimization (PPO)

Policy Gradient

RL - Deep Deterministic Policy Gradient (DDPG)

RL - Proximal Policy Optimization (PPO)

RL - Trust Region Policy Optimization (TRPO)

RL - Policy Gradient

Policy Iteration

RL - Planning by Dynamic Programming

Prewitt

Recognizing Image Features and Patterns

Producer Surplus

Microeconomics - Consumers, Producers, and the Efficiency of Markets

Production Possibilities Frontier

Microeconomics - Thinking Like an Economist

Profit

Microeconomics - The Costs of Production

PyTorch

PyTorch源码浅析(5)：Python扩展

PyTorch源码浅析(4)：Autograd

PyTorch源码浅析(3)：NN

PyTorch源码浅析(2)：THC

PyTorch源码浅析(1)：THTensor

PyTorch源码浅析：简介

Python

揭秘二维码—原理与实践

Random sample consensus

Python扩展

PyTorch源码浅析(5)：Python扩展

Q-learning

RL - DQN & A3C & GAE

RL - Model-Free Control

QA

Deep NLP - Question Answering

QR Code

揭秘二维码—原理与实践

QR-Code

射频识别技术（RFID）

RANSAC

Random sample consensus

REINFORCE

RL - Policy Gradient

RFID

射频识别技术（RFID）

RNN

Deep NLP - Recurrent Neural Networks and Language Modelling

Understanding RNN&LSTM Networks

RSA

物联网安全概论

Recall

Machine Learning System Design

Recognition System

Recognizing Vehicles

Recognizing License Plates

Recognizing Fingerprints

Recognizing Faces

Recognizing Irises

Recognizing Image Features and Patterns

Recommender Systems

推荐系统 （Recommender Systems）

Regularization

Regularization for Deep Learning

正则化解决过度拟合问题

Reinforcement Learning

RL - Deep Deterministic Policy Gradient (DDPG)

RL - Proximal Policy Optimization (PPO)

RL - Trust Region Policy Optimization (TRPO)

RL - DQN & A3C & GAE

中国象棋Zero技术详解

AlphaGo, AlphaGo Zero and AlphaZero

论文翻译：在没有人类知识的情况下掌握围棋

RL - Integrating Learning and Planning

RL - Policy Gradient

RL - Value Function Approximation

RL - Model-Free Control

RL - Model-Free Prediction

RL - Planning by Dynamic Programming

RL - Markov Decision Processes

RL - Introduction to Reinforcement Learning

SIFT

Recognizing Image Features and Patterns

SSD

物联网存储技术

SVM

深入理解SVM

初识SVM

Sarsa

RL - Model-Free Control

Skip-gram

Deep NLP - Word Level Semantics

Sobel

Recognizing Image Features and Patterns

Speech Recognition

Deep NLP - Speech Recognition

Statistics

Random sample consensus

深入理解EM算法

Supply Curve

Microeconomics - The Market Forces of Supply and Demand

TCP/IP

计算机网络

TCP/IP 浅析

TD

RL - Model-Free Prediction

TD Search

RL - Integrating Learning and Planning

THC

PyTorch源码浅析(2)：THC

THNN

PyTorch源码浅析(3)：NN

THStorage

PyTorch源码浅析(1)：THTensor

THTensor

PyTorch源码浅析(1)：THTensor

TRPO

RL - Trust Region Policy Optimization (TRPO)

Tensor

PyTorch源码浅析(2)：THC

PyTorch源码浅析(1)：THTensor

PyTorch源码浅析：简介

Text Classification

Deep NLP - Text Classification

TinyOS

物联网通信技术

嵌入式操作系统

UDP

计算机网络

Unity

Unity学习笔记

VQA

Paper Reading - Stacked Attention Networks for Image QA

Value Iteration

RL - Planning by Dynamic Programming

Variable

PyTorch源码浅析(4)：Autograd

Variance

应用机器学习的一些建议

Wechat

记录：微信后台开发

Wildes

Recognizing Irises

Wireshark

Wireshark 抓包指南

Word2Vec

Deep NLP - Word Level Semantics

ZigBee

物联网通信技术

comparative advantage

Microeconomics - Interdependence and the Gains from Trade

economic

Microeconomics - Elasticity and Its Application

elasticity

Microeconomics - Elasticity and Its Application

fingercode

Recognizing Fingerprints

fingerprints

Recognizing Fingerprints

histogram equalization

Recognizing Faces

hough transform

Recognizing Fingerprints

inflation

Microeconomics - Ten Principles of Economics

lane detection

Recognizing Vehicles

marginal benefit

Microeconomics - Ten Principles of Economics

minutiae

Recognizing Fingerprints

sliding concentric windows

Recognizing License Plates

template

C++笔记

trade

Microeconomics - Interdependence and the Gains from Trade

vehicle detection

Recognizing Vehicles

visual saliency

Recognizing Vehicles

xgboost

提升方法：GBDT , XGBOOST & AdaBoost

不完全信息博弈

德州扑克AI算法浅析

中国象棋

中国象棋Zero技术详解

中间件

物联网中间件技术

信息安全

物联网安全概论

元数据管理

物联网存储技术

后台开发

记录：在 Docker 上配置 PHP 应用

TCP/IP 浅析

Wireshark 抓包指南

记录：微信后台开发

安装Memcache

记录：用PHP实现简单web框架

Mysqli 使用

记录：Archlinux搭建php，nginx，mysql开发环境

MySQL 笔记

增强学习

RL - Deep Deterministic Policy Gradient (DDPG)

RL - Proximal Policy Optimization (PPO)

RL - Trust Region Policy Optimization (TRPO)

中国象棋Zero技术详解

AlphaGo, AlphaGo Zero and AlphaZero

论文翻译：在没有人类知识的情况下掌握围棋

RL - Integrating Learning and Planning

RL - Policy Gradient

RL - Value Function Approximation

RL - Model-Free Control

RL - Model-Free Prediction

RL - Planning by Dynamic Programming

RL - Markov Decision Processes

RL - Introduction to Reinforcement Learning

大数据竞赛

阿里音乐流行趋势预测大赛总结

天池

阿里音乐流行趋势预测大赛总结

对象存储

物联网存储技术

微观经济型原理

Microeconomics - The Costs of Production

Microeconomics - Consumers, Producers, and the Efficiency of Markets

Microeconomics - Elasticity and Its Application

Microeconomics - The Market Forces of Supply and Demand

Microeconomics - Interdependence and the Gains from Trade

Microeconomics - Thinking Like an Economist

Microeconomics - Ten Principles of Economics

操作系统

嵌入式操作系统

数据挖掘

阿里音乐流行趋势预测大赛总结

海量数据挖掘（三）：Finding Similar Sets

海量数据挖掘（二）：Link Analysis and PageRank

海量数据挖掘（一）：MapReduce

智能指针

C++笔记

本科课程

物联网安全概论

计算机网络

物联网通信技术

物联网中间件技术

射频识别技术（RFID）

嵌入式操作系统

物联网存储技术

物联网

物联网安全概论

物联网通信技术

物联网中间件技术

射频识别技术（RFID）

物联网存储技术

自动微分引擎

PyTorch源码浅析(4)：Autograd

计算机网络

计算机网络

物联网通信技术

TCP/IP 浅析

Wireshark 抓包指南

谱聚类

深入理解聚类算法

重复数据删除

物联网存储技术

随机森林

决策树 & 随机森林中的公式推导

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