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FAQ

How do I write Java code to print different format of output (e.g. --output-state,--output-doc-topics,--output-topic-keys) of LDA using Mallet?
Thanks for the A2A. I didn't know the answer to your question (never done this before), but its fairly simple to figure out. Among the parameters you list in your question, --output-state dumps state periodically, so if you set:topicModel.setSaveState(interval, statefile), it will cause the topicModel to dump out state every interval seconds into a numbered file with the statefile pattern. For the other two, you could just call the appropriate setter on the topic model instance in your Java code.// --output-doc-topics topicModel.printDocumentTopics(File(docTopicsFile)), // --output-topic-keys topicModel.printTopWords(File(topicKeysFile), numTopWords), If you want to follow my approach, its pretty simple. May save you from having to post a question on Quora and wait for an answer in future. As an example, look at a command that has --output-state:bin/mallet train-topics --input topic-input.mallet \ --num-topics 100 --output-state topic-state.gz The script being called is bin/mallet, the subcommand is train-topics. If you search inside for train-topics, you will find it mapped to cc.mallet.topics.tui.Vectors2Topics. Looking inside Vectors2Topics.java for --output-state, its sets the variable outputStateInterval. Looking for outputStateInterval, it is used to set the saveState into topicModel. The topicModel is an instance of PolylingualTopicModel, so lets look inside that to see what happens. Inside PolylingualTopicModel, the setSaveState sets the two variables saveStateInterval and stateFilename.
What amount of work (filling in forms, meeting minutes, etc.) is needed to form a limited company in the UK?
I started a limited company when I was 16, not having any idea about the technicalities of setting one up, such as the financial figures and tax etc.I went through the Companies House, which is the official government website for setting a ltd company up (it takes 48 hours for the paperwork to be processed)So the actual filling in of the paperwork and the application details was extremely straightforward. All you need to know are the following:Company name and addressOfficer details - this is you (if you're the founding director) and your company secretaryShare capital and shareholder detailsThis took me around 45 minutes to fully complete, with the majority of this time being spent on trying to get other shareholder information (which you need in place of a signature.)Setting up for tax is a slightly different matter, but is also very straight forward through the relevant government website.So in summary.It takes between 45 - 60 minutesThe paperwork is easyIt costs £15 as opposed to the extortionate price that a company would charge to 'help' you set it upHope this helps!
I’m shipping my product to Canada. How do I fill out a NAFTA Certificate of Origin? Are there other documents to be filled out?
Your shipment may need a NAFTA Certificate of Origin and a Shipper’s Export Declaration. To learn more about export documentation, please visit Export.gov to learn more.The U.S. Commercial Service’s Trade Information Center or the trade specialists at your local Export Assistance Center can also help answer these questions. Call 1-800-USA-TRAD(E) or find your local Export Assistance Center.International Trade Law includes the appropriate rules and customs for handling trade between countries. However, it is also used in legal writings as trade between private sectors, which is not right.This branch of law is now an independent field of study as most governments has become part of the world trade, as members of the World Trade Organization (WTO).Since the transaction between private sectors of different countries is an important part of the WTO activities, this latter branch of law is now a very important part of the academic works and is under study in many universities across the world.
If it takes ten minutes to fill 5/12 of a tank, how many minutes will it take to fill the rest of this rate?
Before I start, thanks for the A2A, Eshwar Lal.Before doing anything else, first we have to find how much the tank fills up in a minute. To do this, we have to divide 5/12 by 10, which would result in 5/120, or 1/24. Since 1 is a full tank, we would set up an equation that looks like this: (1/24)m = 1. In this case, m is how many minutes it takes to fill up a tank. To solve this, we have to divide both sides by 1/24, or multiply by 24. That results in m = 24, meaning it takes 24 minutes to fill the tank.tl,dr Once we do some math stuff it takes 24 minutes to fill the tank
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