mdn | Mixture density network implemented in PyTorch | Machine Learning library

 by   tonyduan Python Version: Current License: MIT

kandi X-RAY | mdn Summary

kandi X-RAY | mdn Summary

mdn is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. mdn has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However mdn build file is not available. You can download it from GitHub.

Mixture density network implemented in PyTorch.
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              mdn has a low active ecosystem.
              It has 66 star(s) with 18 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of mdn is current.

            kandi-Quality Quality

              mdn has 0 bugs and 0 code smells.

            kandi-Security Security

              mdn has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              mdn code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              mdn is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              mdn releases are not available. You will need to build from source code and install.
              mdn has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              mdn saves you 35 person hours of effort in developing the same functionality from scratch.
              It has 96 lines of code, 10 functions and 4 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed mdn and discovered the below as its top functions. This is intended to give you an instant insight into mdn implemented functionality, and help decide if they suit your requirements.
            • Calculate the loss of the model
            • Forward forward and normalization
            • Plot 2d histogram
            • Generate random data
            • Sample from x
            Get all kandi verified functions for this library.

            mdn Key Features

            No Key Features are available at this moment for mdn.

            mdn Examples and Code Snippets

            No Code Snippets are available at this moment for mdn.

            Community Discussions

            QUESTION

            What does it mean that `toString` gets “ignored” if it returns a non-primitive?
            Asked 2022-Feb-21 at 11:06

            The MDN documentation on Object.prototype.toString says that when toString gets overriden, it should only return a primitive value:

            The toString() function you create must return a primitive, otherwise it will be ignored.

            However, in the following example we return an object inside of toString and it returns the object normally:

            ...

            ANSWER

            Answered 2022-Feb-21 at 11:06

            You’re right, the documentation was misleading and incomplete. I have submitted a pull request that rewords it as follows:

            Removed this part:

            The toString() function you create must return a primitive, otherwise it will be ignored.

            Replaced by:

            The toString() function you create must return a primitive. If it returns an object and the method is called implicitly (i.e. during type conversion or coercion), then its result will be ignored and the value of a related method, valueOf(), will be used instead, or a TypeError will be thrown if none of these methods return a primitive.

            I have found the original pull request and commit that added this wording. There is a review comment by the author in reference to this sentence which says:

            See step 5.B.ii from https://262.ecma-international.org/9.0/#sec-ordinarytoprimitive

            What the author was referring to is the consequence of the OrdinaryToPrimitive abstract operation in the specification: leaving Symbol.toPrimitive aside, when a value is coerced to a primitive, the two methods toString and valueOf (the methodNames) are prepared to be called in a specific order based on a type hint. And then:

            1. For each element name of methodNames, do
              1. Let method be ? Get(O, name).
              2. If IsCallable(method) is true, then
                1. Let result be ? Call(method, O).
                2. If Type(result) is not Object, return result.

            This step is a loop, iterating over the list of methodNames. It takes the next method from this list, checks if it is a function, calls it, and stores its result in result. Then it performs the type check. If the result is a primitive, i.e. not an object, this result is returned. Otherwise, the loop continues, effectively ignoring the result.

            If the loop reaches the end without returning a value, a TypeError will be thrown.

            In order to demonstrate this behavior, you have to have both methods:

            Source https://stackoverflow.com/questions/71194027

            QUESTION

            window.opener reference lost in Firefox
            Asked 2022-Feb-17 at 17:12

            Consider the following case:

            • Step 1: Website A opens Website B in a new tab (At this point Website B has its opener window reference i.e Website A window object in window.opener).
            • Step 2: Website B redirects to Website C (We have window.opener referencing Website A window here too).
            • Step 3: Then Website C performs some authentication and redirects back to Website B. At this step 3 the window.opener has the reference of the current window object i.e window object of Website B itself (window.opener === window) and we’ve lost reference to the original opener (i.e Website A window object). We need the window.opener object for communicating with Website A using postMessage.

            Visual reperesentation of steps

            Note: We don’t have control over Website C and can’t control how they’re redirecting back to Website B. Also this is happening only on Firefox/Safari. On Chrome we're able to get the original opener reference after redirections.

            In case Website C is redirecting with rel=noopener the window.opener should be null (Reference from MDN). I’m not able to understand in which case the window.opener can be the current window object and why it is happening on Firefox/Safari but not on Chrome? And is there anything we can do anywhere except Website C to prevent this?

            ...

            ANSWER

            Answered 2022-Feb-17 at 17:12

            This is possible in firefox and Safari, window.opener can be current window when you add target _self. If you do window.open('someurl', '_self') then window.opener will be current window and will open in same tab instead of a new tab. This only happens in safari and firefox(from what i have observed). All chromium based browsers don't change the original window opener in any case.

            I don't know the exact reason why safari and firefox handles it this way I tried to find the reason but can't find it.

            I faced this issue once and the solution which we did was to ask website C to use either window.location.replace or window.location.href to redirect back to website B so they open website b in same tab.

            Source https://stackoverflow.com/questions/71154547

            QUESTION

            Why do we need the "crossorigin" attribute when preloading font files?
            Asked 2022-Jan-27 at 12:16

            To correctly preload font files, we're told we always need the crossorigin attribute applied to our tags, e.g:

            ...

            ANSWER

            Answered 2022-Jan-27 at 12:16

            The HTML attribute crossorigin defines how to handle crossorigin requests. Setting the crossorigin attribute (equivalent to crossorigin="anonymous") will switch the request to a CORS request using the same-origin policy. It is required on the rel="preload" as font requests require same-origin policy.

            The same-origin policy is required on almost all new resource types, such as fetch(),

            Source https://stackoverflow.com/questions/70183153

            QUESTION

            Canvas added to YouTube is not visible
            Asked 2022-Jan-06 at 02:35

            I'm following the WebGL tutorial from MDN (code, demo (black rectangle)) to create a WebGL canvas.

            The goal is a userscript (with WebGL shaders, i.e. video effects) for YouTube. So I opened a YouTube video page and put the code below (from the link above) into the JavaScript console. The canvas got created, but it is invisible.

            The canvas inherits a lot of CSS from YouTube by default. Am I overlooking some CSS properties that make it invisible? What to look out for in such cases? It should be black.

            ...

            ANSWER

            Answered 2022-Jan-04 at 02:19

            Your canvas is there, but it's not on-top. Set some additional CSS for positioning. For example:

            Source https://stackoverflow.com/questions/70573336

            QUESTION

            Why is :read-only CSS pseudo-class being applied on this checkbox?
            Asked 2021-Dec-16 at 09:35

            I have the following SCSS code:

            ...

            ANSWER

            Answered 2021-Dec-16 at 09:35
            • Because and (and most other elements) are inherently read-only.
            • Unlike an or , when you interact with (i.e. toggle) a checkbox or radio button you are not changing its value, you are changing its checked state.
            • Yes, I agree it's counter-intuitive.

            Consequently...

            1. You should not apply the attribute to a radio or checkbox for any purpose.
              • Because it won't do anything useful.
            2. You should not define a CSS selector that uses the :read-only pseudo-class to select elements that have an explicit HTML attribute set.

            Now, if you want a "read-only checkbox/radio" then you don't have too many good options, unfortunately; instead you have a mix of terrible options and barely-adequate ones...:

            If you want to use the :read-only pseudo-class on all input elements except radio and checkboxes then you need to think carefully (and test it too, using variations on document.querySeletorAll("input:read-only") in your browser's console!)

            I recommend that you do not apply any styles using selectors for input elements without also explicitly specifying the [type=""] attribute selector - this is because styles with a selector like "input" (without any attribute-selectors) will be applied to future HTML input elements that we don't know about yet and could be introduced at any point in the near-future, and maybe next week Google Chrome adds a new or Microsoft adds to a particularly retro edition of their Edge browser - so you definitely don't want a :read-only style applied to those elements until you at least know how it will look and work - and so the browser will use its default/native styling which won't violate your users/visitor's expectations if they happen to come across it on your website at some point.

            ...so it means you need to write out rules for every known as repetitive input[type=""] style rules, and now you might wonder if there were any pseudo-classes for input elements based on their default native appearance because a lot of them sure do look share similar, if not identical, native appearance and visual-semantics (and shadow DOM structure, if applicable) - for example in desktop Chrome the input types text, password, email, search, url, tel and more are all clearly built around the same native textbox widget, so there surely must be a pseudo-class for different input "kinds", right? Something like input:textbox-kind for text, password, etc and input:checkbox-kind for checkbox and radio - unfortunately such a thing doesn't exist and if introduced tomorrow the W3C's CSS committee probably wouldn't approve it for a few more years at least - so until then we need to explicitly enumerate every input[type=""] that we know about so that we can accurately anticipate how browsers will render them with our type=""-specific style rules instead of throwing everything as input {} and seeing what sticks.

            ...fortunately the list isn't too long, so I just wrote the rules out just now:

            Feel free to copy + paste this; it's hardly even copyrightable. And I want to see how far this spreads across the Internet in my lifetime.

            At the bottom is a CSS selector that will select only elements that are from the future by using an exhaustive set of :not([type="..."]) selectors, as well as not matching input elements with an empty type="" attribute or missing one entirely.

            Source https://stackoverflow.com/questions/70375526

            QUESTION

            Why are JS / React much quicker than WebAssembly / Rust?
            Asked 2021-Dec-06 at 19:35

            I'm doing some tests with Wasm generated by Rust (wasm_bindgen). What dazzles me is that the JavaScript implementation seems to be much quicker than the Rust implementation.

            The program is creating n items of a dict / object / map and pushing it to an array.

            The JavaScript implementation is very easy:

            ...

            ANSWER

            Answered 2021-Dec-06 at 19:35

            The answer is that you are likely not doing anything wrong. Essentially, WASM has the potential to be faster, but will not always be faster.

            I really liked this quick read from Winston Chen in which they run performance testing comparing web assembly to vanilla JS.

            If you're interested in more in-depth conversation, this talk by Surma at Google I/O '19 is very informative. From the video:

            Both JavaScript and Web Assembly have the same peak performance. They are equally fast. But it is much easier to stay on the fast path with Web Assembly than it is with JavaScript.

            Source https://stackoverflow.com/questions/70250002

            QUESTION

            How is the event loop never blocking but messages in the queue are run to completion?
            Asked 2021-Nov-28 at 00:12

            I was learning about JavaScript's event loop on the MDN doc. It mentioned that a message in the queue is run to completion, but at the end, it said that the event loop is never blocked. I don't really understand this. Isn't this a contradiction? Please help me understand the difference between them.

            "Run-to-completion"

            Each message is processed completely before any other message is processed. This offers some nice properties when reasoning about your program, including the fact that whenever a function runs, it cannot be pre-empted and will run entirely before any other code runs (and can modify data the function manipulates). This differs from C, for instance, where if a function runs in a thread, it may be stopped at any point by the runtime system to run some other code in another thread.

            A downside of this model is that if a message takes too long to complete, the web application is unable to process user interactions like click or scroll. The browser mitigates this with the "a script is taking too long to run" dialog. A good practice to follow is to make message processing short and if possible cut down one message into several messages.

            Never blocking

            A very interesting property of the event loop model is that JavaScript, unlike a lot of other languages, never blocks. Handling I/O is typically performed via events and callbacks, so when the application is waiting for an IndexedDB query to return or an XHR request to return, it can still process other things like user input.

            ...

            ANSWER

            Answered 2021-Nov-28 at 00:12

            You're right, the two citations contradict each other.

            In the event loop, all messages are run-to-completion, as it is written in the first text, therefore they do block the event loop while they execute.

            This is why timer2 won't execute before the loop in timer1 finishes in this example:

            Source https://stackoverflow.com/questions/70044413

            QUESTION

            Is `new Date(string)` reliable in modern browsers, assuming the input is a full ISO 8601 string?
            Asked 2021-Nov-27 at 01:48

            There are many warnings out there about not using new Date(string) (or the equivalent Date.parse(string) in javascript because of browser inconsistencies. MDN has this to say:

            It is not recommended to use Date.parse as until ES5, parsing of strings was entirely implementation dependent. There are still many differences in how different hosts parse date strings, therefore date strings should be manually parsed (a library can help if many different formats are to be accommodated).

            However when you read on, most of the warnings about implementation-specific behaviour seem to be for these scenarios:

            • Old browsers (like, pre-ES5 old)
            • Non-ISO 8601 inputs (e.g. "March 6th 2015")
            • Incomplete ISO 8601 inputs (e.g. "2015-06-03", without the time or timezone)

            What I would like to know is, given these two assumptions:

            • Modern browsers (say, anything from 2020 onwards)
            • Full ISO 8601 inputs (e.g. "2021-11-26T23:04:00.778Z")

            Can I reliably use new Date(string)?

            ...

            ANSWER

            Answered 2021-Nov-27 at 00:19

            Yes. The format of acceptable Date strings in JavaScript is standardized:

            ECMAScript defines a string interchange format for date-times based upon a simplification of the ISO 8601 calendar date extended format. The format is as follows:

            Source https://stackoverflow.com/questions/70130828

            QUESTION

            What's the maximum precision (after the decimal point) of a float in Javascript
            Asked 2021-Sep-12 at 15:28

            An algorithm I'm using needs to squeeze as many levels of precision as possible from a float number in Javascript. I don't mind whether the precision comes from a number that is very large or with a lot of numbers after the decimal point, I just literally need as many numerals in it as possible.

            (If you care why, it is for a drag n' drop ranking algorithm which has to deal with a lot of halvings before rebalancing itself. I do also know there are better string-based algorithms but the numerical approach suits my purposes)

            The MDN Docs say that:

            The JavaScript Number type is a double-precision 64-bit binary format IEEE 754 value, like double in Java or C#. This means it can represent fractional values, but there are some limits to what it can store. A Number only keeps about 17 decimal places of precision; arithmetic is subject to rounding.

            How should I best use the "17 decimal places of precision"?

            Does the 17 decimal places mean "17 numerals in total, inclusive of those before and after the decimal place"

            e.g. (adding underscores to represent thousand-separators for readability)

            ...

            ANSWER

            Answered 2021-Sep-12 at 14:57

            Short answer: you can probably squeeze out 15 "safe" digits, and it doesn't matter where you place your decimal point.

            It's anyone's guess how the JavaScript standard is going to evolve and use other number representations.

            Notice how the MDN doc says "about 17 decimals"? Right, it's because sometimes you can represent that many digits, and sometimes less. It's because the floating point representation doesn't map 1-to-1 to our decimal system.

            Even numbers with seemingly less information will give rounding errors.

            For example 0.1 + 0.2 => 0.30000000000000004

            Source https://stackoverflow.com/questions/69116834

            QUESTION

            JavaScript equivalent of :active in CSS
            Asked 2021-Aug-28 at 00:12

            I have the script that plays audio, the problem with the below script is that it plays when mouse click is released.

            ...

            ANSWER

            Answered 2021-Aug-27 at 23:44

            Listen for the mousedown event instead:

            Source https://stackoverflow.com/questions/68960285

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