Jeffery0207 blog navigation

This post is constantly updated , One stop navigation CSDN jeffery0207 Most blog posts ！

Python

Grammatical features

python Function details

Python object-oriented 、 Magic methods

Python Fundamentals of object-oriented programming

python Detailed analysis of decorators

python Descriptor depth parsing

python meataclass Detailed explanation [ Including the first kind of objects ]

Python string manipulation

python Import mechanism and importlib modular

Standard library

python Functional programming functools、itertools、operator Detailed explanation [ Including variable objects 、 Immutable object 、 Closure ]

python hashlib The hash algorithm

Deep analysis of 10000 word long text python unit testing

python Logging Detailed explanation of logging module

python Typing modular - Type notes

python mutilprocessing Multiprocess programming

Python Threading Multithreaded programming

python re Regular expressions

python pickle modular ： Data serialization and deserialization

Python collection modular

Third party Library

python draw dotplot

python scipy Sparse matrix details

Matplotlib（ One ） Workflow

Matplotlib（ Two ） Drawing lifecycle

Matplotlib（ 3、 ... and ） rcParams Custom style control

matplotlib（ Four ） Core patterns and considerations

matplotlib（ 5、 ... and ） Layout

matplotlib（ 6、 ... and ） Three dimensional drawing

Pandas Processing data missing values

pandas Common skills for data analysis

np.cov Detailed explanation

np.stack and np.concatenate

np.transpose Explain

R Language

R Introduction to language 1—R Language introduction and precautions before school

R Introduction to language 2—R Basic language drawing

R Introduction to language 3—R Language six basic data structures

R Introduction to language 4—R Language process control

Linux

Get along well with Linux You're supposed to know （ One ）

Get along well with Linux You're supposed to know （ Two ）

Get along well with Linux You're supposed to know （ 3、 ... and ）

Get along well with Linux You're supposed to know （ Four ）

Shell Detailed explanation of script programming

practical Linux command

Linux Summary of methods for running programs in the background

Environment configuration

JupyterLab Configure remote python、R Environmental Science ( And Jupyter compatible )

python pip Modify the installation image source

linux Environment ftp The server

linux Installation and configuration in environment mysql Database and remote login

linux Environment python A virtual environment

windows In the environment python Creation and use of virtual environment （virtualenvwrapper）

Linux In the environment install python3

machine learning

Tensorflow Serving Deploy tensorflow、keras The model,

tf.app.flags Define command line optional parameters

tensorflow Standard data reading tfrecords

tensorflow Data to enhance

tf.Variable and tf.get_variable difference （1）

tf.Variable and tf.get_variable The difference between （2）

CNN neural network tricks Learning summary

【 machine learning 】 Hierarchical clustering

【 machine learning 】Kmeans clustering

【 machine learning 】 Dimension reduction technology -PCA

【 machine learning 】KNN Algorithm principle and implementation

other

Docker Detailed explanation

Git Detailed explanation

Anaconda Common commands

nginx、uwsgi Deploy django Project theory + actual combat

Program the ape 520 The way of confession

wxpy Implement WeChat robot