Machine learning -- model generalization

introduction As we all know, we brush questions before the exam. But most of the exams are not the original questions. What's the use of brushing questions before the exam? Of course, as like as two peas, we did not want to have the same questions in the exam. (maybe. In fact, in machine learning, the questions brushed before the test are the ...

Posted by emopoops on Thu, 02 Dec 2021 21:34:25 -0800

[deep learning] Wu Enda deep learning - Course1 neural network and deep learning - week 2 basic programming of neural network

Learning links: [Chinese] [Wu Enda's after class programming assignment] Course 1 - neural network and deep learning - assignment for the second week ○ operation objectives What we need to do is build a simple neural network that can recognize cats 1, Use environment Here, Anaconda is used for environment configuration and PyCharm is u ...

Posted by J@ystick_FI on Thu, 25 Nov 2021 11:38:13 -0800

Worth collecting! Anaconda: a necessary manual for beginners!

introduction Anaconda is a management tool for integrating packages and environments, dedicated to simplifying software management systems and deployments. In addition, we can also use conda instructions to easily create, activate, delete, exit and configure the virtual environment. pip is a python package management tool, which provides the f ...

Posted by duklaprague on Sat, 02 Oct 2021 18:42:12 -0700

Installation of Anaconda(3-2021.05)+Tensorflow(2.6) in Win10 environment

Installation of Anaconda(3-2021.05)+Tensorflow(2.6) in Win10 environment In the process of learning machine learning, many Python libraries will be used, such as tensorflow and pandas. It is very inconvenient to install them alone. Therefore, in most cases, people will install Anaconda first. 1. Install Anaconda3 version You can find the lat ...

Posted by leegreaves on Fri, 17 Sep 2021 17:14:15 -0700

Summary of Common Commands for docker

I won't mention the advantages of a specific docker, but here are some common docker commands: 1. Start, stop, restart of docker [root@localhost ~]# service docker restart Redirecting to /bin/systemctl restart docker.service [root@localhost ~]# service docker stop Redirecting to /bin/systemctl stop docker.service [root@localhost ~]# service ...

Posted by nicob on Sun, 05 Jul 2020 08:30:50 -0700

A quick introduction to deep learning based on PyTorch

Recently, pytorch has been used in the group report, so I want to organize the relevant content into a blog (report ppt and demonstration code are attached at the end, you can take them if necessary). It mainly refers to the previous chapters of Python deep learning: Based on pytorch and some online int ...

Posted by highjo on Thu, 25 Jun 2020 21:43:09 -0700

RAID 1 software implementation (Linux system)

There are two ways to implement raid: The performance of software RAID is low because it uses the resources of the host. You need to load the raid software to read data from the software RAID volume. Before loading the raid software, the operating system needs to boot up to load the raid software. No physical hardware is required in software RA ...

Posted by karnetics on Tue, 09 Jun 2020 22:36:20 -0700

Detectron2 keypoint_rcnn network c + + version deployment

Previously, we used the keypoint of detectron 2_ RCNN trains its own data set to complete the detection of object feature points. This article is to turn the pytorch model into the form of c + + call. Effect: Detectron 2 provides routines for converting the pytorch model to c + + calls: Deployment , gpu version model conversion requires Python ...

Posted by NArc0t1c on Sat, 23 May 2020 07:11:54 -0700

Linux file and directory management command base

1. Command basis 1.1 command operation syntax Command [parameter] [file] Parameter, optional Documents, optional 2. Basic command 2.1. View the current working directory pwd print name of current/workin directory Print name or working directory [root@oldboyedu ~]# pwd /root [root@oldboyedu ~]# cd /opt/ [root@oldboyedu /opt]# pwd ...

Posted by wama_tech on Sun, 05 Apr 2020 03:28:23 -0700

Python 2 to Python 3 code conversion tool 2to3.py

I've been meeting the need to switch from Python 2 code to Python 3 code before. I just recently learned that Python has an official conversion tool: 2to3.py.  Whether you download Python from the python official website or use Anaconda for installation, the directory is in {Python_HOME}\Tools\scripts. Run the 2to3 ...

Posted by kalaszabi on Thu, 02 Apr 2020 21:02:02 -0700