Programming VIP

In previous articles, we introduced some knowledge based on genetic algorithm. This article will use genetic algorithm to process machine learning model and time series data.Super parameter adjustment (TPOT)Automatic machine learning (Auto ML) helps us find the most suitable model for prediction by automating the whole machine learning process. ...

1, Problem background Topic: analysis of tourists' destination impression Improving the reputation of scenic spots, hotels and other tourism destinations is a work that local cultural and tourism authorities and tourism related enterprises attach great importance to and pay attention to. It involves important matters such as how to stabilize ...

Original link: http://tecdat.cn/?p=12227Original source: Tuo end data tribal official accountabstractThis paper describes the analysis process of Markov transformation model in R language. Firstly, the simulation data set is modeled in detail. Next, the Markov transformation model is fitted to a real data set with discrete response variables. D ...

IO stream introduction IO: input / output Stream: an abstract concept, which is the general term for data transmission In other words, the transmission of data between devices is called stream, and the essence of stream is data transmission IO stream is used to deal with data transmission between devices Common applications: file replica ...

Brothers, if you don't send high-quality reptiles, you won't see it. Alas~So you are all such people!!!You've been paying attention to me for so long. Of course, you should have some serious teaching videos. After all, it's not serious. Everyone doesn't watch it. I'll climb a little sister for you today.The environment used is Python 3 6 and py ...

Supervised algorithm KNN/K nearest neighbor 1: Principle 1. Calculate the Euclidean distance from o point to all points Oh Surname distance leave : d ...

Original link: http://tecdat.cn/?p=24761 This document uses some exploratory data analysis to develop the rating curve and flow prediction of the river. The purpose is to create and update rating curves using (1) instantaneous flow measured during periodic deployment of bottom mounted units and (2) instantaneous depth measurements from water le ...

Welcome to focus on Python, data analysis, data mining and fun tools! When we buy products online, many people like to use credit cards. But credit card fraud often happens around us. Network security is becoming a vital part of our life. In order to solve this problem, we need to use machine learning algorithm to build an abnormal behavior ...

This record is my learning notes for participating in datawhale data analysis (Titanic mission project). Please give me more advice on the shortcomings. Data visualization Mainly introduce Python data visualization libraries Matplotlib and seaborn. You may find the data very interesting in the study of this chapter. In the process of playing th ...

Data drawing point 6 - too many data groups Comparing the distribution of several numerical variables is a common task in data presentation. The distribution of variables can be represented by histogram or density diagram. It is very attractive to represent groups of appropriate data on the same axis. However, too many data groups will serious ...