Daya Jin's Blog Python and Machine Leaning

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Algorithm

2019-11-19 Tue. Raft Algorithm Algorithm Algorithm ConsensusAlgorithm

C++

2020-04-11 Sat. C++ Detail programming C++
2020-04-09 Thu. C++ Polymorphism programming C++
2019-11-21 Thu. QT Basic QT QT C++
2019-09-11 Wed. C++ SOCKET programming C++ socket
2019-09-10 Tue. C++ STL programming C++
2019-09-08 Sun. C++ Advance programming C++
2019-09-02 Mon. C++ Basic programming C++

CNN

2018-12-19 Wed. Convolutional Neural Networks DeepLearning DeepLearning CNN

ConsensusAlgorithm

2019-11-19 Tue. Raft Algorithm Algorithm Algorithm ConsensusAlgorithm

DBSCAN

2018-08-06 Mon. DBSCAN MachineLearning DBSCAN clustering

DNN

2018-12-13 Thu. Neural Networks DeepLearning DeepLearning DNN

DeepLearning

2019-04-10 Wed. Embedding Based Movie RecSys RecSys RecSys DeepLearning Embedding
2019-03-12 Tue. Text Classification NLP NLP DeepLearning
2019-01-23 Wed. Recurrent Neural Network DeepLearning DeepLearning RNN
2018-12-19 Wed. Convolutional Neural Networks DeepLearning DeepLearning CNN
2018-12-13 Thu. Neural Networks DeepLearning DeepLearning DNN

Economics

2019-10-22 Tue. The Theory of Consumer Choice Economics Economics
2019-10-19 Sat. Labor Market Economics Economics
2019-10-15 Tue. Firm Behavior Economics Economics
2019-10-12 Sat. Public Economics Economics Economics
2019-10-10 Thu. Government Policies Economics Economics
2019-10-02 Wed. Market, Supply and Demand Economics Economics
2019-09-24 Tue. The base of Economics Economics Economics

Embedding

2019-04-10 Wed. Embedding Based Movie RecSys RecSys RecSys DeepLearning Embedding

FM

2021-01-30 Sat. FM Families MachineLearning FM

GAN

2019-02-12 Tue. Generative Adversarial Network DeepLearning GAN deeplearning

GBM

2019-01-16 Wed. LightGBM MachineLearning GBM
2018-12-01 Sat. XGBoost MachineLearning GBM

GMM

2019-03-15 Fri. Gaussian Mixture Models MachineLearning GMM clustering

Git

2020-07-10 Fri. Git Git Git

KMeans

2018-09-22 Sat. K-Means MachineLearning KMeans clustering

LDA

2018-12-05 Wed. Linear Discriminant Analysis MachineLearning LDA

LR

2018-10-02 Tue. Logistic Regression MachineLearning LR
2018-09-23 Sun. Linear Regression MachineLearning LR

Linux

2019-10-16 Wed. Linux Command Linux Linux

MacroEconomics

2019-11-20 Wed. Financial System MacroEconomics MacroEconomics
2019-11-18 Mon. Economic Growth MacroEconomics MacroEconomics
2019-11-15 Fri. Nation's Income and Living Cost MacroEconomics MacroEconomics

NLP

2019-04-24 Wed. Attention NLP NLP
2019-04-20 Sat. TF-IDF NLP NLP feature
2019-03-12 Tue. Text Classification NLP NLP DeepLearning
2019-02-02 Sat. Word Embedding DeepLearning NLP

NearestNeighbor

2018-12-29 Sat. K-Nearest-Neighbor MachineLearning NearestNeighbor

Network

2019-11-22 Fri. Python Ping Network Python Network
2019-11-22 Fri. Python Network Programming Network Python Network

OS

2019-06-25 Tue. Operating System system OS

Python

2019-11-22 Fri. Python Ping Network Python Network
2019-11-22 Fri. Python Network Programming Network Python Network

QT

2019-11-21 Thu. QT Basic QT QT C++

RNN

2019-01-23 Wed. Recurrent Neural Network DeepLearning DeepLearning RNN

RecSys

2019-04-10 Wed. Embedding Based Movie RecSys RecSys RecSys DeepLearning Embedding

RecommendSystem

2018-12-30 Sun. Association Rules MachineLearning RecommendSystem

SQL

2019-05-02 Thu. hackerrank SQL SQL SQL
2019-05-02 Thu. SQL练习 SQL SQL

SVM

2019-03-24 Sun. Sequential Minimal Optimization optimization SVM optimization
2018-10-17 Wed. Support Vector Machine MachineLearning SVM

assessment

2018-12-11 Tue. Model Assessment and Selection MachineLearning assessment

autoencoder

2019-02-09 Sat. Auto Encoder DeepLearning autoencoder deeplearning

bayes

2018-10-04 Thu. Naive Bayes MachineLearning bayes

bigdata

2019-04-16 Tue. PySpark Start pyspark pyspark bigdata

clustering

2019-03-15 Fri. Gaussian Mixture Models MachineLearning GMM clustering
2018-09-22 Sat. K-Means MachineLearning KMeans clustering
2018-08-06 Mon. DBSCAN MachineLearning DBSCAN clustering

data_sturcture

2019-06-25 Tue. Data Structure data_sturcture data_sturcture

deeplearning

2019-02-12 Tue. Generative Adversarial Network DeepLearning GAN deeplearning
2019-02-09 Sat. Auto Encoder DeepLearning autoencoder deeplearning

distance

2019-03-20 Wed. The Similarity and Distance Measurements Math similarity distance

ensemble

2018-08-15 Wed. Ensemble Learning MachineLearning ensemble

eval

2019-03-27 Wed. Evaluation Metrics evaluation model eval metric

expansion

2018-12-05 Wed. Basis Expansions and Regularization MachineLearning expansion regularization

factorization

2019-01-07 Mon. Matrix Factorization factorization matrix factorization

feature

2019-04-20 Sat. TF-IDF NLP NLP feature

information

2018-08-26 Sun. Information Theory Math math information

math

2018-09-02 Sun. Statistics Base Math math statistics
2018-08-26 Sun. Information Theory Math math information

matrix

2019-01-07 Mon. Matrix Factorization factorization matrix factorization

metric

2019-03-27 Wed. Evaluation Metrics evaluation model eval metric

model

2019-03-27 Wed. Evaluation Metrics evaluation model eval metric

network

2019-06-25 Tue. Computer Network network network

optimization

2019-03-24 Sun. Sequential Minimal Optimization optimization SVM optimization

preprocess

2019-03-20 Wed. Data Scaling and Transformation Data preprocess

pyspark

2019-04-16 Tue. PySpark Start pyspark pyspark bigdata

2019-04-03 Wed. Collaborative Filtering RecSys recommend

regularization

2018-12-05 Wed. Basis Expansions and Regularization MachineLearning expansion regularization
2018-10-09 Tue. Regularization MachineLearning regularization

similarity

2019-03-20 Wed. The Similarity and Distance Measurements Math similarity distance

socket

2019-09-11 Wed. C++ SOCKET programming C++ socket

statistics

2018-09-02 Sun. Statistics Base Math math statistics

tree

2018-08-10 Fri. Decision Tree MachineLearning tree

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