Learning notes on python modeling (pandas library functions)
pandas Library (reference from https://www.jianshu.com/p/6acafa350208
https://blog.csdn.net/zengxiantao1994/article/details/75200110 (there are also many learning videos on the beep station)
pandas provides high-performance and easy-to-use data types and analysis tools, which can be used to process csv, tsv, txt, mysql (relational database t ...
Added by bache on Sun, 19 Dec 2021 21:27:25 +0200
Python mathematical modeling series: differential equations
preface
Hello! buddy! Thank you very much for reading Haihong's article. If there are mistakes in the article, you are welcome to point out ~ Self introduction ˊ ᵕ ˋ) ੭ Nickname: Hai Hong Label: program ape | C + + player | student Introduction: I got acquainted with programming in C language and then transferred to computer major. ...
Added by johnnyblaze1980 on Sun, 19 Dec 2021 19:33:37 +0200
Time series data analysis
Time series data analysis
Reference Zhihu article: time series data analysis 101, author: Li Jianyang
In addition, it also adds the evaluation method summary of classification and clustering + python implementation.
1 prepare and process time series data
1.1 preparing data sets
Looking for ready-made data in open source data ware ...
Added by manx on Sun, 19 Dec 2021 03:32:28 +0200
Implementing k-means algorithm from 0
k-means algorithm
Partition based method
Given a data set D with N data objects and the number of clusters to be generated K (k < n), in the partition method D, the objects are allocated to K groups, and each group represents a cluster. Then an objective function is used to evaluate the partition quality, so that the objects in the cluster ...
Added by cjacks on Thu, 16 Dec 2021 10:50:23 +0200
SSD pytorch model trains its own data set
1. Download SSD pytorch code
SSD pytorch code link: https://github.com/amdegroot/ssd.pytorch
git clone https://github.com/amdegroot/ssd.pytorch
Run the code and download it locally (if the download is too slow, you can upload it to the code cloud, and then git clone the code cloud address)
2. Prepare data sets
Students without datasets ca ...
Added by jagguy on Thu, 18 Nov 2021 05:27:27 +0200