Tags

keep hungry keep foolish
Github Pages

Github Pages + Jekyll 搭建个人博客主页

Jekyll

Github Pages + Jekyll 搭建个人博客主页

KDD Cup

我做KDD比赛时学习KM算法的心路历程

KM Algorithm

我做KDD比赛时学习KM算法的心路历程

Reinforcement Learning

Reinforcement Learning-An Introduction Chapter1

Introduction

Reinforcement Learning-An Introduction Chapter12

Eligibility Traces

Reinforcement Learning-An Introduction Chapter11

Off-policy Methods with Approximation

Reinforcement Learning-An Introduction Chapter7

n-step Bootstrapping

Reinforcement Learning-An Introduction Chapter10

On-policy Control with Approximation

Reinforcement Learning-An Introduction Chapter9

On-policy Prediction with Approximation

Reinforcement Learning-An Introduction Chapter8

Planning and Learning with Tabular Methods

Reinforcement Learning-An Introduction Chapter13

Policy Gradient Methods

Reinforcement Learning-An Introduction Chapter6

Temporal Difference Learning

Reinforcement Learning-An Introduction Chapter5

Monte Carlo Methods

Reinforcement Learning-An Introduction Chapter4

Dynamic Programming

Reinforcement Learning-An Introduction Chapter3

Finite Markov Decision Process

Reinforcement Learning-An Introduction Chapter2

Multi-armed Bandits

Reinforcement Learning 7

State-of-the-Art Reinforcement Learning Methods

Reinforcement Learning 6

Policy-based Reinforcement Learning

Reinforcement Learning 5

QDN Variants

Reinforcement Learning 4

Function Approximation and DQN

Reinforcement Learning 3

Model-free Prediction and Control

Reinforcement Learning 2

MDP Prediction and Control

Reinforcement Learning 1

Introduction

Deep Learning

Summary of "Deep Learning Interviews"

Deep learning from scratch 5

Convolution Neural Network

Deep learning from scratch 4

Learning Tricks

Deep learning from scratch 3

Error Backward-Propagation Method

Deep learning from scratch 2

Neural Network Learning

Deep learning from scratch 1

Perceptron and Neural Network

Linux

在服务器上配置Jupyter并远程登录

从conda安装到Jupyter配置简明教程

conda

在服务器上配置Jupyter并远程登录

从conda安装到Jupyter配置简明教程

Jupyter

在服务器上配置Jupyter并远程登录

从conda安装到Jupyter配置简明教程

Machine Learning

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Part 1

Scikit Learn

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Part 1

TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Part 1

Attention

An Introduction to Transformer

Transformer

An Introduction to Transformer

GPT

An Introduction to Transformer

Pytorch

An Introduction to Transformer

Causal Inference

An Introduction to Causal Inference

Chinese-English habits

Summary of "The Most Common Habits from more than 200 English Papers written by Graduate Chinese Engineering Students"

written English skills

Summary of "The Most Common Habits from more than 200 English Papers written by Graduate Chinese Engineering Students"

Interview Question

Summary of "Deep Learning Interviews"