Column | Jupyter-based Feature Engineering Manual: Data Preprocessing

Click AI Channel above to select Top Public Number Heavy dry goods, first delivery Author: Yingxiang Chen & Zihan Yang Edit: Red Stone The importance of Feature Engineering in machine learni ...

Posted on Sun, 23 Feb 2020 20:06:13 -0500 by jac38

Getting started with Delta Lake with Jupiter Notebook

The example of this article comes from Delta Lake Official course . Because the official tutorial is based on the commercial software Databricks Community Edition. Although the software features used in the tutorial are all possessed by the open-source Delta Lake version, considering the domestic network environment, the threshold for register ...

Posted on Sun, 23 Feb 2020 00:35:26 -0500 by GroundZeroStudios

DataWhale team learning punch

Preface Record the second time of punch in team learning of "manual learning deep learning" Daily attendance Linear regression code implementation (based on Python) Theoretical review Part of linear regression theory can be referred to Last blog Realization of linear regression model f ...

Posted on Tue, 18 Feb 2020 07:18:55 -0500 by gotry

Typeface, linetype and color setting of matplotlib drawing

matplotlib is a common drawing library, which supports python and Jupyter Notebook, as well as the latest jupyterab environment. This paper introduces the font setting method of matplotlib and the setting of drawing linetype, symbol and color. 1. Chinese font As for the problem of Chinese character scrambling, https://www.linuxidc.com/Linux ...

Posted on Mon, 10 Feb 2020 10:19:06 -0500 by youneek

Module dask parallel task scheduling

Dask parallel task scheduling Introduction to Dask Dask Is a flexible library for parallel computing in Python. Darth consists of two parts: Dynamic task scheduling is optimized for computing. This is similar to Airflow, Luigi, gallery, or Make, but has been optimized for interactive computing work ...

Posted on Sat, 01 Feb 2020 09:02:05 -0500 by flashmonkey

Jupyter Notebook remote access configuration

problem Jupyter Notebook is a very easy-to-use gadget, but it can only be accessed locally without configuration. This article references[ Brief book ]The jupyter notebook is configured to realize cross host browser access. Install jupyter notebook conda install jupyter notebook The. Jupyte ...

Posted on Mon, 27 Jan 2020 04:52:52 -0500 by solaris77

frp error on jupyternobook remote agent

frp error on jupyternobook remote agent Event premise Before that, frp was used to expose the jupyter notebook to the Internet for the remote use of the author. But one day suddenly my jupyter notebook page couldn't be opened Wrong log So I went to the lab server to check the error log: 2020/01/22 ...

Posted on Wed, 22 Jan 2020 04:17:26 -0500 by bow-viper1

Server configuration virtual environment, jupyter, common commands

Catalog Server configuration virtual environment, jupyter Virtual environment creation Image source add The server is configured with jupyter and pycharm remote connection Install jupyter Configure jupyter notebook remote access Add conda virtual environment to the Jupyter Notebook Kernel Configure ...

Posted on Mon, 13 Jan 2020 06:21:31 -0500 by mamavi

Kubeflow series: Solve one-click installation of kubeflow based on Ali cloud mirror in China

Environmental preparation kubeflow is very demanding for the environment. See the official requirements:at least one worker node with a minimum of: 4 CPU 50 GB storage 12 GB memory Of course, you can install if you don't, but you will have resource problems later on because this is the full package. A kubernetes cluster is already installed, ...

Posted on Sat, 04 Jan 2020 14:53:15 -0500 by er0x

Kubeflow series: analysis of kubeflow components

As a big gift package of machine learning based on cloud native, kubeflow can be used as a good example of cloud native learning. At the same time, the ecology based on k8s is bound to be the direction of future development. I believe that the follow-up Mxnet, paddle and other types of technical frameworks will also run on the ecology of kuber ...

Posted on Fri, 03 Jan 2020 08:53:05 -0500 by lucidpc