CoT | Experiment Code for Paper CoT : Cooperative Training | Machine Learning library

 by   desire2020 Python Version: Current License: MIT

kandi X-RAY | CoT Summary

kandi X-RAY | CoT Summary

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

We propose a new paradigm of algorithm for training tractable explicit density generative models like RNN language models. The research paper CoT: Cooperative Training for Generative Modeling of Discrete Data is now available on arXiv and has been accepted by ICML 2019 as a conference paper.
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              CoT has a low active ecosystem.
              It has 73 star(s) with 27 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 3 have been closed. On average issues are closed in 0 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of CoT is current.

            kandi-Quality Quality

              CoT has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              CoT 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

              CoT releases are not available. You will need to build from source code and install.
              CoT 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.
              CoT saves you 275 person hours of effort in developing the same functionality from scratch.
              It has 665 lines of code, 42 functions and 5 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed CoT and discovered the below as its top functions. This is intended to give you an instant insight into CoT implemented functionality, and help decide if they suit your requirements.
            • Calculate the maximum likelihood of a given generator
            • Calculate the maximum likelihood
            • Calculate the JSD for a given generator
            • Create tokens from a data file
            • Compute the target loss for the target lstm
            • Generate samples
            • Returns the next batch
            • Generate outputs of the model
            • Calculate the reward function
            Get all kandi verified functions for this library.

            CoT Key Features

            No Key Features are available at this moment for CoT.

            CoT Examples and Code Snippets

            No Code Snippets are available at this moment for CoT.

            Community Discussions

            QUESTION

            How do I allow my code that evaluates string equations to work with PI and E
            Asked 2021-Jun-08 at 03:32

            I took this code from a previously answered question and I am trying to expand it so that it works with E and PI when the String contains "E" and "PI". I don't really understand how the code works because I am pretty new to Java and the explanation on the original comment was not great (I have since lost the link to the comment unfortunately).

            ...

            ANSWER

            Answered 2021-Jun-08 at 03:32

            The key to the solution is to modify the grammar to support your supported named constants. It is therefore a requirement (as your examples suggest) that named constants be in capital letters: A - Z (to distinguish between functions).

            (The specified grammar is incomplete in that it does not specify the syntax of functions but the code suggests it is lower-case characters in a subset of trig and log functions.)

            So, grammar is updated as:

            Source https://stackoverflow.com/questions/67880217

            QUESTION

            jq - how to format pairs of keys and values, then iterate keys in json
            Asked 2021-Apr-27 at 22:19

            Please help me, guys. I have the following:

            ...

            ANSWER

            Answered 2021-Apr-27 at 18:21

            The key is with_entries. One possibility would be to use reduce:

            Source https://stackoverflow.com/questions/67287642

            QUESTION

            In the code I wrote below, I want to get the value of tan 90 as 'INFINITY 'in the code. But machine gets higher numbers. How should I edit the code?
            Asked 2021-Apr-11 at 03:28

            I would like to make a table which can show sin,cos,tan,cot values of chosen degrees. As i said, i couldn't take the right answer of tan90 . I don't know how to change it to 'INFINITY'. I am waiting for your help ! :)

            ...

            ANSWER

            Answered 2021-Apr-11 at 02:52

            The reason you're getting incorrect values is that π is not 3.14159, that's just an approximation to its real value. In fact, any non-infinite series of decimal digits will be an approximation but, the more digits you have, the closer i * val will be to the correct value you should be passing to your trigonometric calls.

            A far better value would be M_PI from math.h, which has far more precision than what you currently have.

            You still may not get your expected values due to the limited precision of even the double type. If that happens, you will need to adjust what you get before working things out in floating point.

            For example, the following functions could be used to get more acceptable values, forcing very specific values on quadrant boundaries so as to avoid even the smallest possibility of imprecision in those results:

            Source https://stackoverflow.com/questions/67040009

            QUESTION

            How to exclude some words from the search in a regular expression?
            Asked 2021-Feb-22 at 21:19

            I tried to make some syntax checker for arithmetic expressions. So, one of the negative tests is: No operator between variable(or constant) and left brace. Something like that:

            ...

            ANSWER

            Answered 2021-Feb-22 at 21:19

            QUESTION

            Using sed to convert IP address to company-standard DNS name?
            Asked 2021-Feb-12 at 04:01

            I've got a COTS product that requires we set a certain configuration property with a DNS name, rather than an IP address. Fortunately, our company standardized what the DNS names for that class of servers will look like. For example, an IP of 10.2.100.50 would have a DNS name of S010002100050.mycorp.com. That is, it takes each octet from the IP address, prepends enough 0's that the value has exactly 3 characters, and then appends the DNS suffix. Simple, right?

            My problem is, I need to take the IP address and convert it to the DNS name so I can apply it during my automated server config. I'm not the most skilled at sed, but I thought it could be used to do this. Unfortunately, I can't for the life of me figure out how. I came across a couple of related Stackoverflow questions (question 1, question 2) that talked about pre-pending 0's, but try as I might I couldn't get it to work as expected.

            Can anyone give some advice and guidance on how I can accomplish this?? Thanks!!!

            ...

            ANSWER

            Answered 2021-Feb-12 at 00:51

            QUESTION

            How to get "Find" command to ONLY return files and no directories
            Asked 2020-Dec-21 at 22:18

            I'm developing a little desktop application that lists the files in a given directory.

            The table on the left gets compared to the table on the right. If anything on the right is missing, the text of the files on the left will turn red. Simple.

            What I'm throwing at these tables is a path that contains multiple subfolders of images. These are saved as a variable so I cannot explicitly declare "omit a directory with this name".

            Using this as an example:

            I get this output:

            And I'd like to get this output:

            How do I get the find command to return ONLY the file names? No directory names at all. Is this possible?

            As of now I have:

            ...

            ANSWER

            Answered 2020-Dec-21 at 22:18

            To limit yourself to files, use -type f (to exclude directories, you'd use ! -type d). To get just the basename, pipe the output through basename. All together, that'd be:

            Source https://stackoverflow.com/questions/65400557

            QUESTION

            Apply re.sub to list If dictionary value == x
            Asked 2020-Dec-10 at 20:03

            edit 9 Dec 2020: I have been asked to clarify the question. The best clarification I can offer is that ShadowRanger's code:

            ...

            ANSWER

            Answered 2020-Nov-30 at 20:56
            Solution that continues to use regex (see below for better approach)

            Source https://stackoverflow.com/questions/65080589

            QUESTION

            mergesort algorithm misunderstanding
            Asked 2020-Dec-03 at 17:54

            Python student here,

            I have been studying up on basic algorithms and I am having some trouble fully understanding MergeSort. I believe I understand the divide and conquer approach, how namespaces are created within each loop cycle, and how the algorithm splits up the elements. Where I get a bit confused is in how it reassembles/merges the elements, successively taking on the sorted values.

            I think I understand everything from results line 21 to 37. i.e. how nlist is transformed to [27, 43]. My specific question is regarding results line 38 and how righthalf which was [43, 27] at result line 21, takes on the value of nlist which is [27, 43] (results line 38).

            As I do not see any variable assignment of nlist to righthalf,

            i.e. righthalf = nlist is not in the code flow between 'results' lines 37 & 38

            MergeSort Algorithm (with diagnostic print statements):

            ...

            ANSWER

            Answered 2020-Dec-01 at 16:24

            Assume you have two sorted lists in front of you. To obtain the merged list, you take the smallest of the two elements at the head of both lists, and repeat until you exhaust both lists.

            Source https://stackoverflow.com/questions/65093843

            QUESTION

            Why doesn't my code produce the Subtotal, VAT and Total values?
            Asked 2020-Nov-28 at 09:01

            I have been following a guide step by step to create a Tkinter management system, however, my code still doesn't output a value when I add sweet quantities and click the total button to create a subtotal, vat, and total float output. I am new to coding and can't find a solution online or in the tutorial. Thanks, Mo.

            ...

            ANSWER

            Answered 2020-Nov-28 at 01:29

            the problem is that in cost_total you are using cost_tax to calculate the total value, but cost_tax is a string and not a float. Your program will work if you change this line by:

            Source https://stackoverflow.com/questions/65044286

            QUESTION

            Using cot(x) in C
            Asked 2020-Nov-27 at 22:57

            I have a code below to calculate area and perimeter of a heptagon. The formula for it, area = (1/4)nk2 cot(π/n). As far as I know we can't use "cot" in C and according to my google searches, we should be using like 1/tan(x). But it's not working. Can anyone help and explain how to do that?

            ...

            ANSWER

            Answered 2020-Nov-27 at 11:51

            1/4 is integer division, so this will give you 0. Even if some or all of the subsequent factors cause a promotion to float, the result will still be zero.

            Use something like 1.0f / 4.0f instead.

            Source https://stackoverflow.com/questions/65036845

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

            Vulnerabilities

            No vulnerabilities reported

            Install CoT

            You can download it from GitHub.
            You can use CoT 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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