Programmer Think

Swin Transformer Author: elfin Source: Swin Original link: https://www.cnblogs.com/dan-baishucaizi/p/14661164.html catalogue abstract1. Introduction2. Related work 2.1 CNN and its variants2.2 self attention mechanism based on backbone structure2.3 self attention / transformers as a supplement to CNNs2.4 Transformer based b ...

1, Necessary environment Recommend a URL analysis website, this website( http://music.zhuolin.wang/ )It's a little awesome. You can analyze VIP videos and VIP music. If you don't download a large number of music, you can search and download directly here, modify the file name after downloading, and click playlist - click sync on this website ...

1. Compression of neural network For some large-scale neural networks, their network structure is very complex (it is said that some neural networks of Huawei are composed of hundreds of millions of neurons). It is difficult for us to put this neural network on a small device (such as our apple watch). This requires us to be able to compress t ...

API parsing AdaBoost algorithm (reduction coefficient needs to be added to solve the problem of infinite amplification caused by abnormal data, resulting in error) parameter AdaBoostClassifier AdaBoostRegressor base_estimator Weak classifier object, the default is CART classification tree DecisionTreeClassifier; Weak regressor object, the ...

Guide IntroModelDatasetInstallCiteReference Intro At present, it mainly realizes link prediction based on protein data under [data/yeast/yeast.edgelist]. Model Model The model mainly uses graph neural network, such as gae, vgae, etc 1.GCNModelVAE(src/vgae): volume product self coding and variational volume product self coding (self codi ...

Distributed operation Barrier of PyTorchOriginal document: https://www.yuque.com/lart/ug...On the concept of barrierFor the concept of barrier, please refer to the introduction in Wiki: synchronization barrier is a synchronization method in parallel computing. For a group of processes or threads, a synchronization barrier in the program means t ...

Web crawler + deep learning to predict happiness 8 lottery winning tutorial background Happy 8 lottery inquiry: https://www.zhcw.com/kjxx/kl8/ Happy 8 game rules: https://www.zhcw.com/c/2020-09-22/618869.shtml Theme of this project: use crawler to crawl the winning information of lottery happy 8 and use LSTM to predict. import json import m ...

1, TF Serving Tensorflow Serving is a part of TFX (Tensorflow Extended). It is an API dedicated to machine learning services in the production environment. Using TF Serving, different versions of models can be accessed through HTTP on the cloud platform. The following figure shows the process that needs to be experienced in the actual pro ...

Five implementation strategies of pytoch's spatial shift operationThis article has authorized the platform of the polar city and is the official account of the polar platform. No second reprint is allowed without permissionOriginal document (may be further updated): https://www.yuque.com/lart/ug...prefacePreviously, I read some papers that use ...

Denoising autoencoder (DAE) Before introducing the denoising autoencoder (DAE), first introduce an example of the use scene of DAE. When we take photos at night or in other dark environments, our photos are always filled with a lot of noise, which seriously affects the image quality, and the purpose of DAE is to remove the noise in these i ...