package nets

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2010 is no doubt a group purchase year, with the United States Regiment on the line, the internet immediately fried flowering, follow the imitators of the Wave (American regiment is also a copycat). Soon, the obscure richthoff and his handle nets turned out; Soon, the handle nets fooled to the wind, and soon, the handle claimed to open 100 city stations; soon, the group buying market is a mess ... American

, we can take advantage of a lot of the unstructured image data which is available today. After training, we can use the output or intermediate layers as feature extractors the can is used for other classifiers, Which now won ' t need as much training data to achieve good accuracy.Paper that I couldn ' t get to, but still insanely cool: Dcgans. The authors didn ' t do anything crazy. They just trained a really really large convnet, but the trick was that they had the right hyperparameters to rea

quotient, and the ranking situation in the same period of August 20, no change. Among them, the new network, China million network, the second runner-up resources, "network" domain name total number of 9,932, 6,209, 5,462, each occupy 28.25%, 17.66%, 15.53% of the market share, the advantages are obvious.In addition, 4, 5, 6 of the three parties, the global mutual easy and Western Digital, the market share of the three are very close, respectively, 5.99%, 5.23%, 5.22%. Among them, the global mu

the 4th China million and the 8th Dnspod.650) this.width=650; "src=" Http://www.idcps.com/uploadfile/2015/0113/20150113040358788.png "style=" border:none; vertical-align:middle;width:550px;height:434px; "alt=" 20150113040358788.png "/>(Figure 2) January 1th Week global domain name resolution provider ranking TOP15 (as of 2015-01-05)According to Figure 2, in the 1th week of January, the global domain Name Service provider domain name Total 15 Strong list, China million net and wildwestdomains.co

Generative adversarial NetsNIPS 2014In this paper, a new framework is proposed to predict the production model through the process of confrontation, and we train two models: a production model G, which can catch the data distribution, and a discriminant model D can predict the probability of a sample from a training sample instead of G. The purpose of training G is to make D as error-making as possible, to make it impossible to tell whether an image is produced or from a training sample. The fra

(Head,0,sizeof(head)); memset (Vis,0,sizeof(VIS)); memset (VD,0,sizeof(VD));}voidAdd (ll u,ll v,ll c) {e[t].to=v; E[T].W=C; E[t].next=Head[u]; Head[u]=t++;}voidBoo () { for(LL i=1; iif(!vis[i])return; Ans=min (Sum,ans);}voidDFS (ll x) {if(x==1) {boo (); } for(LL i=head[x];i;i=E[i].next) { if(!Vd[i]) { if(i%2) vd[i+1]=1;Elsevd[i-1]=1; intbb=Vis[e[i].to]; Vis[e[i].to]=1; Vd[i]=1; Sum+=E[I].W; //printf ("%i64d---->%i64d\n", x,e[i].to);DFS (e[i].to); Sum-=E[I].W; Vis[e[i].to]=

of pre-training network:Ultimately, this solution is 2.13 RMSE on the leaderboard.Part 11 conclusionsNow maybe you have a dozen ideas to try and you can find the source code of the tutorial final program and start your attempt. The code also includes generating the commit file, running Python kfkd.py to find out how the command is exercised with this script.There's a whole bunch of obvious improvements you can make: try to optimize each ad hoc network, and observe 6 networks, and you can see th

Conditional generative adversarial NetsArXiv 2014This article is the expansion of gans, in the generation and discrimination, taking into account the additional conditions y, in order to carry out more "fierce" confrontation, so as to achieve better results. As we all know, Gans is a Minmax process:In this paper, by introducing conditional y, The objective function of optimization is changed into:The structure of the conditional-generation adversarial network is given:yes, the whole process is l

sample "[" Male "," US "," Internet Explorer "]" code, "male [1,0], the same as "US" corresponds to [0,1,0], "Internet Explorer" corresponds to [0,0,0,1]. The result of the complete feature digitization is: [1,0,0,1,0,0,0,0,1]. The result is that the data becomes very sparse. 2.maxout (parametric k=5)So this is why the use of maxout, the number of parameters into a K-fold increase in the reason. Originally we only need a set of parameters is enough, after the use of maxout, it is necessary to h

Holiday hot, all said Dalian is a seaside city cooler, but the place is too humid, it is not too good to stay, so I went home to the inland.Back home, old-fashioned light cats were replaced with the newest hg6821m.Follow the instructions on the nameplate to log in.Discover the broadband settings This entry is blank, very magical, so on the internet to find ways to modify, and finally found that need to use the hidden super user to set up.-----hg6821m-------Super users:User name: CmccadminPasswor

g to minimize the value of the GAN network by using the classifier as the discriminant D. Salimans and other people although not understand the relationship between the G and the classifier, but the experiment shows in unsupervised learning, the use of feature matching method to optimize the G effect is very good, and the use of Minibatch discriminiation a little effect.The k+1 classifier here is a bit too parameterized. If you subtract a function from each output logit ( f (x) \), that is \ (L

The school server can sisu net, so intends to write an automatic crawl joke and to BBS things, from the web search a joke website, feel most is not too cold, HTML structure as follows:You can see that the list of jokes in the Every joke page is composed of several small jokes, all in 1 "/jokehtml/Cold joke/2014051200030765.htm" target="_blank "> Reading broken million, funny as God The direct Urllib.request.urlopen function can not parse the Chinese URL, must be urllib.parse first transcoding t

the router interface and click "Add" (Take the computer for example) You can see that the computer's MAC address has been saved to the serial number "1" Inside, and then click "Add" can be the address of the phone to enter, here does not repeat In the final step, click the Save effective button to complete the setup of the router. At this point, you can take someone else's cell phone or notebook to try, found that even if the WiFi password is correct, will

counterfeit currency team, who try to produce counterfeit currencies and use them without being spotted by the police, while D can be likened to the police, who have to identify these counterfeit currencies. The final competition results until the forger (G) made the police (D) cannot distinguish between true and false currency. When both G and D are multilayer perceptron, it is called a confrontation network (adversarial nets). Figure 1 Training P

final supervised also rely on NN if (exist (' Outputsize ', ' var ')) size = [dbn.sizes outputsize]; else size = [dbn.sizes]; End NN = nnsetup (size); % take the weight after each layer to initialize the weight% of the nn note dbn.rbm{i}.c takes to initialize the value of the bias entry for i = 1:numel (DBN.RBM) nn. W{i} = [Dbn.rbm{i}.c dbn.rbm{i}. W]; EndEndFinally fine tuning to train the NN to summarizeor that sentence, this article just comb the

Preparation tools:1. NET Fox 6701 Classic version of the library script: click to download2. NET Fox 6701 Classic version of the server and client source: qq:2330691071, please contact me.Database Corner This compression package is extracted as follows:Notepad opens a button to install. bat, where the set rootpath= database script \, some places I have the current file directory to make changes, such as I changed to, set Rootpath=d:\ Classic version o

outfit. 19. Do not accept any gifts from men you dislike. 20, only love one person at a time. 21, know what you want, including the man you love. 22, Ningquewulan. Do not catch a man because of loneliness, it is unfair to you and him, and too lack of sense of responsibility. 23, to you do not like the pursuit of the good and care of the firm said no and refused. Even if he says, it's none of your business. 24, the serious treatment of your work. Work may not be as love to make your heart beat,

If the internet is said to be a sea, Seoer is a fisherman, then the contents of the station is bait, outside the link is fishing nets, and those engine spiders are fish. People who catch fish know that fresh bait is easier to catch fish, we built the station is the same, the station should have fresh content to lure spiders, that is, we often say that the original, this aspect of the content of many predecessors have said, here is not to discuss, main

place +seo keyword rankings. Thinking are different, the same principle of the key words, we can in different ways, for different writing. This is like clothes, the original clothes is winter cold, wear thick, summer heat, wear a thin spot; but then we have a pursuit of beauty, or fashion pursuit, also evolved later on another concept. SEO is so, early Zac those who write books, but also copied foreign content, or with other people to communicate the content, in addition to their own ideas, put