REM | Reweighted Expectation Maximization | Machine Learning library

 by   adjidieng Python Version: Current License: MIT

kandi X-RAY | REM Summary

kandi X-RAY | REM Summary

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

This repo provides code that accompanies the paper "Reweighted Expectation Maximization" by Dieng and Paisley, 2019 (It uses pytorch 1.1.0.
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            kandi-support Support

              REM has a low active ecosystem.
              It has 28 star(s) with 4 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              REM has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of REM is current.

            kandi-Quality Quality

              REM has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              REM 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

              REM releases are not available. You will need to build from source code and install.
              REM has no build file. You will be need to create the build yourself to build the component from source.
              REM saves you 134 person hours of effort in developing the same functionality from scratch.
              It has 337 lines of code, 28 functions and 3 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed REM and discovered the below as its top functions. This is intended to give you an instant insight into REM implemented functionality, and help decide if they suit your requirements.
            • Download MNIST dataset
            • Check if the data file exists
            • Download the dataset
            • Checks to see if path exists
            • Evaluate the model
            • Calculate log - likelihood
            • Train the model
            • Return data loader
            Get all kandi verified functions for this library.

            REM Key Features

            No Key Features are available at this moment for REM.

            REM Examples and Code Snippets

            No Code Snippets are available at this moment for REM.

            Community Discussions

            QUESTION

            Rust: Distinguish several cases in error handling of fs::remove_file
            Asked 2022-Mar-21 at 14:53

            In Rust, I want to remove a file. The documentation tells me that fs::remove_file returns an error if the file is a directory, does not exist or the user lacks the permissions for the action.

            Now, in my scenario, I would like to distinguish between those three cases. However, my debugger doesn't show me the type of the error and a println! results in simply printing the error message.

            So, how could I distinguish between those cases?

            ...

            ANSWER

            Answered 2022-Mar-21 at 14:53

            std::fs::remove_file returns a std::io::Result<()>, which is just an alias for Result<(), std::io::Error>.

            So you can match on this to extract the type of the error message. In particular, you're probably going to want to look at the .kind() of the error:

            Source https://stackoverflow.com/questions/71559479

            QUESTION

            .bat and .cmd different on ERRORLEVEL, who determines SET's behavior?
            Asked 2022-Mar-15 at 19:39

            As I just find out, SET's behavior is different for .bat and for .cmd. My experiment shows that, SET's behavior is determined by the startup batch file's extension(.bat or .cmd), NOT by the file extension that SET statement resides in.

            This is such a vague corner of Windows NT CMD batch script engine, Ben Hoffstein talks about it a bit. And I'd like to know, whether my conclusion is correct? Or, does Microsoft docs formally talks about this somewhere?

            I'd also like to know, is there way to check, or even change, current mode?bat mode or cmd mode? If neither, I have to accept the fact that we batch script authors(especially when writing batch as functions) can make no assumptions.

            My experiment below

            Run from Windows 7 SP1.

            showerr.bat ...

            ANSWER

            Answered 2022-Mar-15 at 05:08

            I'd suggest that running .bat, the set is leaving errorlevel unchanged, but this has been "corrected" for .cmd to setting errorlevel to 0 as the set succeeded.

            Source https://stackoverflow.com/questions/71477056

            QUESTION

            Why are labels in BASIC increments of 10?
            Asked 2022-Mar-05 at 19:03

            In BASIC, tags are in increments of 10. For example, mandlebrot.bas from github/linguist:

            ...

            ANSWER

            Answered 2022-Mar-05 at 19:03

            The short answer is that BASIC numbering is in increments of one, but programmers can and do skip some of the increments. BASIC grew out of Fortran, which also used numeric labels, and often used increments of 10. Unlike Fortran, early BASIC required numbering all lines, so that they changed from labels to line numbers.

            BASIC is numbered in increments greater than one to allow adding new lines between existing lines.

            1. Most early home computer BASIC implementations did not have a built-in means of renumbering lines.
            2. Code execution in BASIC implementations with line numbers happened in order of line number.

            This meant that if you wanted to add new lines, you needed to leave numbers free between those lines. Even on computers with a RENUM implementation, renumbering could take time. So if you wanted standard increments you’d still usually only RENUM at the end of a session or when you thought you were mostly finished.

            Speculation: Programmers use increments of 10 specifically for BASIC line numbers for at least two reasons. First, tradition. Fortran code from the era appears to use increments of 10 for its labels when it uses any standard increments at all. Second, appearance. On the smaller screens of the era it is easier to see where BASIC lines start if they all end in the same symbol, and zero is a very useful symbol for that purpose. Speaking from personal experience, I followed the spotty tradition of starting different routines on hundreds boundaries and thousands boundaries to take advantage of the multiple zeroes at the beginning of the line. This made it easier to recognize the starts of those routines later when reading through the code.

            BASIC grew from Fortran, which also used numbers, but as labels. Fortran lines only required a label if they needed to be referred to, such as with a GO TO, to know where a loop can be exited, or as a FORMAT for a WRITE. Such lines were also often in increments greater than 1—and commonly also 10—so as to allow space to add more in between if necessary. This wasn’t technically necessary. Since they were labels and not line numbers, they didn’t need to be sequential. But most programmers made them sequential for readability.

            In his commonly-used Fortran 77 tutorial, Erik Boman writes:

            Typically, there will be many loops and other statements in a single program that require a statement label. The programmer is responsible for assigning a unique number to each label in each program (or subprogram). The numerical value of statement labels have no significance, so any integer numbers can be used. Typically, most programmers increment labels by 10 at a time.

            BASIC required that all lines have numbers and that the line numbers be sequential; that was part of the purpose of having line numbers: a BASIC program could be entered out of order. This allowed for later edits. Thus, line 15 could be added after lines 10 and 20 had been added. This made leaving potential line numbers between existing line numbers even more useful.

            If you look at magazines with BASIC program listings, such as Rainbow Magazine or Creative Computing, you’ll often see numbers sandwiched somewhat randomly between the tens. And depending on style, many people used one less than the line number at the start of a routine or subroutine to comment the routine. Routines and DATA sections might also start on even hundreds or even thousands.

            Programmers who used conventions like this might not even want to renumber a program, as it would mess up their conventions. BASIC programs were often a mass of text; any convention that improved readability was savored.

            Ten was a generally accepted spacing even before the home computer era. In his basic basic, second edition (1978, and expecting that the user would be using “a remote terminal”), James S. Coan writes (page 2):

            It is conventional although not required to use intervals of 10 for the numbers of adjacent lines in a program. This is because any modification in the program must also have line numbers. So you can use the in-between numbers for that purpose. It should be comforting to know at this point that the line numbers do not have to be typed in order. No matter what order they are typed in, the computer will follow the numerical order in executing the program.

            There are examples of similar patterns in Coan’s Basic Fortran. For example, page 46 has a simple program to “search for pythagorean triples”; while the first label is 12, the remaining labels are 20, 30, and 40, respectively.

            He used similar patterns without increments of 10; for example, on page 132 of Basic Fortran, Coan uses increments of 2 for his labels, and keeps the calculation section of the program in the hundreds with the display section of the program in the two hundreds. The END statement uses label 9900.

            Similarly, in their 1982 Elementary BASIC, Henry Ledgard and Andrew Singer write (page 27):

            Depending on the version of Basic you are using, a line number can consist of 1 to 4 or 5 digits. Here, all line numbers will consist of 4 digits, a common practice accepted by almost every version of Basic. The line numbers must be in sequential order. Increasing line numbers are often given in increments of 10, a convention we will also follow. This convention allows you to make small changes to a program without changing all the line numbers.

            And Jerald R. Brown’s 1982 Instant BASIC: 2nd Astounding Edition (p. 7):

            You don’t have to enter or type in a program in line number order. That is, you don’t have to enter line 10 first, then line 20, and then line 30. If we type in a program out of line number order, the computer doesn’t care. It follows the line numbers not the order they were entered or typed in. This makes it easy to insert more statements in a program already stored in the computer’s memory. You may have noticed how we cleverly number the statements in our programs by 10's. This makes it easy to add more statements between the existing line numbers -- up to nine more statements between lines 10 and 20, for example.

            Much of the choice of how to number lines in a BASIC program was based on tradition and a vague sense of what worked. This was especially true in the home computer era where most users didn’t take classes on how to use BASIC but rather learned by reading other people’s programs, typing them in from the many books and magazines that provided program listings. The tradition of incrementing by 10 and inserting new features between those increments was an obvious one.

            You can see it scanning through old books of code, such as 101 BASIC Computer Games. The very first program, “Amazin” increments its line numbers by 10. But at some point, a user/coder decided they needed an extra space after the code prints out how many dollars the player has; so that extra naked PRINT is on line 195. And the display of the instructions for the game are all kept between lines 100 and 109, another common pattern.

            The program listing on page 30 for Basket displays the common habit of starting separate routines at even hundreds and thousands. Line numbers within those routines continue to increment by 10. The pattern is fairly obvious even though new features (and possibly other patterns) have added several lines outside the pattern.

            As BASIC implementations began to get RENUM commands, more BASIC code listings appeared with increments of one. This is partly because using an increment of one used less memory. While the line number itself used a fixed amount of RAM (with the result that the maximum line number was often somewhere around FFFF, or 65525), references to line numbers did not tend to use a fixed length. Thus, smaller line numbers used less RAM overall.

            Depending on how large the program was, and how much branching it used, this could be significant compared to the amount of RAM the machine itself had.

            For example, I recently typed in the SKETCH.BAS program from the October 1984 Rainbow Magazine, page 97. This is a magazine, and a program, for the TRS-80 Color Computer. This program uses increments of 1 for its line numbering. On CLOADing the program in, free memory stands at 17049. After using RENUM 10,1,10 to renumber it in increments of 10, free memory stands at 16,953.

            A savings of 96 bytes may not sound like much, but this is a very small program; and it’s still half a percent of available RAM. The difference could be the difference between a program fitting into available RAM or not fitting. This computer only has 22823 bytes of RAM free even with no program in memory at all.

            Source https://stackoverflow.com/questions/71330902

            QUESTION

            Deprecation Warning: Using / for division outside of calc() is deprecated and will be removed in Dart Sass 2.0.0
            Asked 2022-Feb-25 at 17:46

            In this function I compile rem to px and em to px.

            ...

            ANSWER

            Answered 2022-Feb-25 at 17:46

            What it's saying is that you should be using the math.div from sass:math to make divisions, like so:

            Source https://stackoverflow.com/questions/71262427

            QUESTION

            implicit "popd" on batch exit
            Asked 2022-Feb-09 at 14:56

            Is there a way to undo all pushd at the end of script. What I have is:

            ...

            ANSWER

            Answered 2022-Feb-09 at 10:43

            The pushd command without any arguments lists the contents of the directory stack, which can be made use of, by writing the list with output redirection > to a (temporary) file, which is then read by a for /F loop, and to determine how many popd commands are necessary.

            In a batch-file:

            Source https://stackoverflow.com/questions/71045685

            QUESTION

            Affect another div when hovering CSS
            Asked 2022-Jan-31 at 10:25

            I cannot seem to sort out this challenge. I want the div #project1 to show (visibility, opacity, display) when hover on #img1.

            can't find the solution. would really appreciate some help.

            ...

            ANSWER

            Answered 2022-Jan-31 at 03:08

            QUESTION

            Converting Numbers from Base 10 to Base 60
            Asked 2022-Jan-31 at 05:15

            Recently, I was reading about the Ancient Babylonian Civilization that used a number system with base 60 instead of base 10. Even with this number system at base 60, they were still able to approximate the square root of 2 — and that too, thousands of years ago!

            I was curious about this, and wanted to see how numbers from our decimal system (base 10) can be converted into the sexagesimal system (base 60). Using the R programming language, I found this link in which an answer is provided on converting numbers from some base to a different base.

            However, it seems here that the base can only be between 2 and 36 (I want base 60):

            ...

            ANSWER

            Answered 2022-Jan-30 at 20:41

            The code as given almost works. The limitation to bases < 36 is only there because the original author wanted to express the values with the symbols [0-9A-Z]. Removing that limitation and extending the algorithm to allow extra digits 'after the decimal point' (or 'after the sexagesimal point' in the case of base 60 :-) ) we get something that almost works (function definition below):

            Source https://stackoverflow.com/questions/70918281

            QUESTION

            Group by and run multiple t tests in R
            Asked 2022-Jan-29 at 05:33

            I have the following dataset (dput here):

            ...

            ANSWER

            Answered 2022-Jan-29 at 05:33

            Dndata frames can only have certain object classes as column types. A htest is not one of those. However, we can store lists as list-columns. If we adapt the current code to output lists htests as results, we can later extract elements of the tests separately.

            Source https://stackoverflow.com/questions/70899662

            QUESTION

            Behaviour when changing the size of a button
            Asked 2022-Jan-28 at 02:34

            I'm working on creating a toggle switch. I want it to be responsive in case i'd like to resize it in the future. The toggle switch has a red square in it (for demonstration) and the problem is that when i change the width and height of the toggle switch, the red square stretches and changes its dimensions. What I'd like it to do is to keep its shape and to not have it moving around no matter how big or small the toggle switch is.

            Here's a demonstration:

            ...

            ANSWER

            Answered 2022-Jan-26 at 16:34

            You could use min-width and min-height and/or max-width and max-height

            Source https://stackoverflow.com/questions/70866745

            QUESTION

            Convert JSON data to pandas df - python
            Asked 2022-Jan-20 at 03:23

            I know there is a few questions on SO regarding the conversion of JSON file to a pandas df but nothing is working. Specifically, the JSON requests the current days information. I'm trying to return the tabular structure that corresponds with Data but I'm only getting the first dict object.

            I'll list the current attempts and the resulting outputs below.

            ...

            ANSWER

            Answered 2022-Jan-20 at 03:23

            record_path is the path to the record, so you should specify the full path

            Source https://stackoverflow.com/questions/70749291

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install REM

            You can download it from GitHub.
            You can use REM like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/adjidieng/REM.git

          • CLI

            gh repo clone adjidieng/REM

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            git@github.com:adjidieng/REM.git

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