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catalogue introduce Why use a separate reasoning container? Dependency Dockerfile Building and running containers generalization Download project file - 4.8 MB introduce Container technologies such as Docker significantly simplify the dependency management and portability of software. In this series of articles, we explore Docker Use ...

The art and Tao of Python Programming: Advanced Python language video course Link to the video course "the art and Tao of Python Programming: Advanced Python language": https://edu.csdn.net/course/detail/28618 Closure Objects are data with methods attached. Closures are functions with data attached. A Closure is a function object t ...

Reprinted from AI Studio Title item link https://aistudio.baidu.com/aistudio/projectdetail/3401596 PP minilm, a fast, small and accurate Chinese characteristic pre training model, has been released! Transformer pre training model has achieved remarkable results in NLP tasks, but its huge model parameters and slow inference speed limit its wi ...

Neural network case Learning objectives Able to use TF Keras get datasetConstruction of multilayer neural networkBe able to complete network training and evaluation The MNIST dataset using handwritten digits is shown in the figure above. The dataset contains 60000 samples for training and 10000 samples for testing. The image is a fixed ...

Fundamentals of knowledge map (Zhihu series blog posts) Starting from an example, this paper expounds the source and structure of the knowledge map. It is worth learning. Reference link: https://zhuanlan.zhihu.com/p/31726910 https://zhuanlan.zhihu.com/p/31864048 https://zhuanlan.zhihu.com/p/32122644 What is the knowledge map Knowledge Gra ...

Download scripts for creating tables and inserting data Here, for your convenience, the data script has been prepared for you. Click the link below to download directly Create data table script: http://tianchi-media.oss-cn-beijing.aliyuncs.com/dragonball/SQL/create_table.sql Insert data script: http://tianchi-media.oss-cn-beijing.aliyuncs.com/ ...

Deep learning based on Keras (II) -- construction and training of LeNet LeNet is a very efficient convolutional neural network for handwritten character recognition. Although the network is small, it contains the basic modules of deep learning: convolution layer, pooling layer and full connection layer. It is also the basis of other deep l ...

Teacher Wu began to build a hidden neural network. 1, Importing datasets and drawing Two files are required before importing the dataset. Please refer to [data] import numpy as np import pandas as pd from matplotlib import pyplot as plot from testCases import * import sklearn from sklearn import datasets from sklearn import linear_model from ...

The secondary market can be divided into many "sects", including technology, fundamentals and news. This issue is based on the quantitative content of the news. The most common idea is to analyze public opinion and judge market sentiment, so as to make investment decisions. Public opinion analysis involves a sub field of artifici ...

Source: ICML2019 Paper link: https://arxiv.org/abs/1901.09590 Code link: https://github.com/ibalazevic/TuckER Conclusion: This article uses an advanced formula. Many people may be afraid when they see this formula. Indeed, I feel dizzy when I see this formula and don't know the specific meaning. In fact, if you really don't understand th ...