python Programming numpy Library Array Knowledge Points Summary and Detailed Explanation Notes
numpy's knowledge is divided into the following eight parts
All code runs in jupyter
out:Following is the result of running the output
Catalog:
1. Arnge and array functions create arrays
2. The shape function returns the dimensions of the arr ...
Posted by jeffduck on Fri, 06 Sep 2019 19:08:32 -0700
Call Baidu Ai paddle platform API for estimating human flow
Recently, the number of low-density population has been estimated, referring to a lot of information. First of all, I want to build a CSRnet for training by myself. The code implementation of this network can be referred to.
The paper and code are as follows. Interested parties can do it by themselves ...
Posted by john_nyc on Tue, 06 Aug 2019 03:42:54 -0700
[NLP] Summer homework 3 - Part of speech tagging (simple word frequency probability statistics)
Tasks:
The part of speech tagging training and testing were carried out using the 1998 People's Daily corpus.
Job input:
In 1998, the People's Daily Corpus (1998-01-105-tape.txt) used 80% data as training set and 20% data as verification set.
Operating environment:
Jupyter Notebook, Python3
Method of operation:
A simple statistical method is us ...
Posted by billshackle on Wed, 31 Jul 2019 00:23:37 -0700
Deep Learning for Initial Learning: Construction of Keras and Multilayer Perception Machine for Initial Test
In-depth learning for beginners (1): The construction of Keras and multi-layer perceptron for beginners
1. Creating environment and installation dependencies
As a Python release, Anaconda contains a large number of science packages and its own environment management tool Conda. Conda and Pip are rec ...
Posted by rondog on Wed, 24 Jul 2019 20:38:08 -0700
Python - Seaborn Visualization: Some tips for personalizing graphics
1 Overview
In the process of visualization, the default cartographic effect is often unsatisfactory and various settings are expected to be personalized.
This article introduces personalization in seaborn visualization through a simple example.Include common settings such as:
Set Chart Display Color
Set chart title including display p ...
Posted by nita on Fri, 31 May 2019 10:54:21 -0700
Case Study and Analysis of How to Use the Trained Tensorflow Model
1. What is the Tensorflow model?
We know that Tensorflow is composed of tensors and computational models. All computations in Tensorflow are converted to nodes on computational graphs. TensorFlow internally represents the operation process as a data flow graph. When you train a neural network, the system saves the re ...
Posted by ztron on Wed, 29 May 2019 02:41:12 -0700
Scikit-Learn and TensorFlow Machine Learning Practical Guide Chapter 9 Start and Run TensorFlow
Chapter 9 Start and Run TensorFlow
Source: ApacheCN Translation Project for Sklearn and TensorFlow Machine Learning Practical Guide
Translator: @akonwang @WilsonQu
Proofreading: @Lisanaaa @Flydragon
TensorFlow is a powerful open source software library for numerical computing, especially for fine-tuning of large-scale machine ...
Posted by banzaimonkey on Thu, 16 May 2019 23:38:56 -0700
Put jupyter-notebook in docker
Jupyter-notebook is my favorite tool. The environment is a little troublesome. In fact, the best way to deploy jupyter web is in the cloud. It can be used anywhere at a time. Now the cloud servers are quite expensive. After docker came out, I thought about putting jupyter-notebook in the container.
Docker and System
Students who have been in ...
Posted by firecircle on Tue, 14 May 2019 02:56:39 -0700
Scipy Foundation + Advancement
Python Science Computing Library-Scipy
I. Introduction to Scipy
1.1. Introduction and Installation of Scipy
Official website: http://www.scipy.org/SciPy
Installation: Open cmd under C: Python 27 Scripts to execute:
Execution: pip install scipy
1.2. Installation of Anaconda and Environment Building (Demonstration ...
Posted by Elizabeth on Sat, 11 May 2019 02:26:47 -0700
Development Environment Configuration and Common Software Installation after Ubuntu 16.04 Installation
After installation of Ubuntu 16.04, 1. Install the commonly used software Sogou Input Method + Editor Atom + Browser Chome + Video Player vlc + Image Editor GIMP + Video Recording Software RcordMyDesktop. 2. Development Environment Configuration. JDK Environment Configuration+ Scala Environment Configuration + Noejs Environment Configuration + ...
Posted by jek on Sun, 07 Apr 2019 10:54:30 -0700