CPL | Collaborative Policy Learning for Open Knowledge Graph | Machine Learning library

 by   INK-USC Python Version: Current License: MIT

kandi X-RAY | CPL Summary

kandi X-RAY | CPL Summary

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

To address the above challenges for OKGR, we propose our Collaborative Policy Learning (CPL) framework to jointly train two RL agents in a mutually enhancing manner. In CPL, besides training a reasoning agent for inference path finding, we further introduce a fact extracting agent, which learns the policy to select relevant facts extracted from the corpus, based on the context of the reasoning process and the corpus.
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            kandi-support Support

              CPL has a low active ecosystem.
              It has 48 star(s) with 10 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 0 have been closed. On average issues are closed in 233 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of CPL is current.

            kandi-Quality Quality

              CPL has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              CPL 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

              CPL releases are not available. You will need to build from source code and install.
              CPL 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.
              CPL saves you 9839 person hours of effort in developing the same functionality from scratch.
              It has 20052 lines of code, 995 functions and 132 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed CPL and discovered the below as its top functions. This is intended to give you an instant insight into CPL implemented functionality, and help decide if they suit your requirements.
            • Train the joint model
            • Runs the experiment
            • Generate training
            • Generate training dataset
            • Returns a generator of episodes
            • Train the joint module
            • Loads the bfs file
            • Generate BFS action
            • Run the experiment
            • Run an experiment
            • Compute the fact scores for the given lf file
            • Perform beam search
            • Prepare the entriomentities
            • Train a model
            • Read options
            • Apply transit to the given entity
            • Performs an MLP transit
            • Train the graph without RMSE
            • Calculates ranking and hits
            • Compute the ranking and return the results
            • Preprocess the SNLI dataset
            • Load all answers
            • Performs beam search
            • Get relation types by type
            • Evaluate the NLL evaluation results
            • Compute the loss
            • Compute the loss for a given mini - batch
            Get all kandi verified functions for this library.

            CPL Key Features

            No Key Features are available at this moment for CPL.

            CPL Examples and Code Snippets

            No Code Snippets are available at this moment for CPL.

            Community Discussions

            QUESTION

            How to place a matplotlib plot inside a tkinter window in the simplest way possible?
            Asked 2021-May-14 at 18:11

            I'm working on a project for university and I have the following code, which pretty much does the job. However, it would be nice if I could take it a step further and put the generated graphs in a tkinter window. I'd love to hear your thoughts if you have any ideas. Thank you in advance for any help.

            ...

            ANSWER

            Answered 2021-May-14 at 18:11

            QUESTION

            How to properly calculate the medium in Google Data Studio
            Asked 2021-May-14 at 07:56

            I have a data table like this:

            As you can see my data table has multiple companies that I want to aggregate. It all works fine but on CPL field I have the already calculated medium (cost/leads).

            Whenever I try to add CPL to the Metrics, my data becomes a "mess" because it shows me the SUM of all CPL values for the same company or the AVG of the (Number of times the company name appears / SUM of CPL).

            I've tried to do this multiple times including the calculated fields but wasn't able to make this work fine.

            I've also tried adding CPL as a dimension but it splits the Account Name just like my datasheet making the data view useless.

            At this point, I need to show the CPL from each company. Considering I have thousands of lines.

            Is there a way to add CPL as a metric or dimension without losing the data aggregation?

            I've also gave a try to this on Excel Pivot Tables, but the result was the same as shown on Google Data Studio:

            ...

            ANSWER

            Answered 2021-May-14 at 07:47

            One approach is to create the CPL field in Google Data Studio by aggregating each field using the SUM function:

            Source https://stackoverflow.com/questions/67526249

            QUESTION

            C++ template-id does not match any template
            Asked 2021-Apr-30 at 10:57

            Hi I'm trying to overload the << operator

            ...

            ANSWER

            Answered 2021-Apr-30 at 10:57

            You need to declare the operator template in advance. e.g.

            Source https://stackoverflow.com/questions/67332691

            QUESTION

            Filling a tuple from excel with the execute block
            Asked 2021-Apr-10 at 07:32

            I have to fill the follwing tuple for my CPLEX CPL model:

            ...

            ANSWER

            Answered 2021-Apr-10 at 07:32

            As written in https://www.linkedin.com/pulse/javascript-within-opl-cplex-alex-fleischer/

            In OPL we can use scripting for preprocessing and postprocessing,for flow control, but also within the data file .dat to process data.

            Example in https://github.com/AlexFleischerParis/oplscripting/blob/main/zooscriptingindata.dat

            Source https://stackoverflow.com/questions/67026857

            QUESTION

            Pandas shift on quarterly data with missing quarters
            Asked 2021-Mar-16 at 06:18

            I know there are some similar questions here, but please read on as I have looked and tried to adapt existing solutions without any luck. I have a data frame that pulls data for year and quarter. In the scenario shown below prevYearLeadCount displays data from Q1 2020. To be clear prevYearLeadCount will always display the lead count from the previous year in the same quarter. The below is just an example to show how the data is structured. Also, looking at the data below, since there is data for Q4 of 2019 I would expect 2020 Q4 prevYearLeadCount to equal 236

            ...

            ANSWER

            Answered 2021-Mar-16 at 06:18
            fix to check for prev year only

            To solve for one year difference, we need to trick groupby. Here's how to do it.

            Source https://stackoverflow.com/questions/66642736

            QUESTION

            Dynamic column sum total when adding a row with JS
            Asked 2021-Feb-14 at 20:43

            Can someone help please? I have an editable table with column sum, using HTML and JS.

            I tried to add a row, it's working but when I enter value on the new row, my total column is not changing dynamically, it's changing only after I use another row.

            I just want to find how when I'm adding a new row and edit value content, it's changing the total of my column dynamically, not only when I used another row.

            (Sorry I'm still training, if it's not perfect, I'm here to learn from my mistakes.)

            Thanks,

            Here is my code :

            ...

            ANSWER

            Answered 2021-Feb-14 at 20:43

            There is no point relying on ids when you are inserting an unlimited amount of elements.

            In solution below I added data-col attribute on every input in the tbody so I could easily find a column it belongs to. After that I'm looping over every input, in the column that triggered the event, to calculate the total. In the end I'm updating the value of input in tfoot in the same column.

            Source https://stackoverflow.com/questions/66198531

            QUESTION

            Switch protcted mode (32bits) to real mode (16bits) in asm, low level
            Asked 2021-Jan-25 at 20:26

            I am creating an OS, and I need to call the BIOS in real mode, I tried this code but it has a bug: The error on boch is

            ...

            ANSWER

            Answered 2021-Jan-25 at 20:26

            For a jmp or call to a different segment you need to obey one of the following priviledge rules:

            • target DPL is equal to CPL
            • target DPL is less or equal to CPL, but the target conforming bit is set

            Looking at your selectors, the target DPL is 3 and the CPL is 0.

            So to use jmp 0x20:PM16, change

            Source https://stackoverflow.com/questions/65764389

            QUESTION

            chartjs line graph destroy function is not clearing the old chart instances
            Asked 2020-Dec-06 at 16:06

            note1: excuse me about my code as i am a beginner. i also welcome any criticism to my code. note2: i have not included the code part that populates the select tag for simplicity.

            i have Select tag which returns different customer names as variable x, which i am using to get the customer specific data from Solarwinds and charting it.

            everything works fine except that when i switch to other customer, if i hover my mouse on the chart, the previous charts appear.

            i tried using chart.destroy() just before drawing the chart, inside the function but before ajax, after the chart etc.. but it just doesnt fit anywhere and not clearing it. i spent more than a week on this.

            ...

            ANSWER

            Answered 2020-Dec-06 at 16:06

            First you need to define var myChart outside of the function getoptiontunnels().

            Source https://stackoverflow.com/questions/65154212

            QUESTION

            Why does qemu sometimes count more and sometimes less instructions than ptrace?
            Asked 2020-Dec-02 at 14:38

            I want compare registers after each execution of an instruction with the register dumps made by qemu. Therefore i wrote a program that uses ptrace to iterate through each executed instruction of a program and is able to dump the registers after each instruction. I have simplified the program to only work for /bin/ls and instead of dumping the registers it only counts the number of instructions executed.

            SPOILER: The instruction counts of qemu and ptrace do not match and differ by a few thousand instructions.

            Here is the code i wrote:

            ...

            ANSWER

            Answered 2020-Dec-02 at 14:38

            You should be able to answer this yourself if you actually dump the instruction addresses when you single-step with ptrace, do some basic text processing, and run diff -u (be sure to also turn off ASLR, e.g. by running under setarch linux64 -R ...).

            One possibility might be that different code actually gets executed in the startup sequence (either in the dynamic linker or things reached via __libc_start_main or equivalent) due to different entry point state (auxv, etc.) when the program is loaded by the kernel vs by qemu. One quick way to reduce this would be to test with static linking. If that eliminates the difference it's probably the sole cause; if it just changes it then there are probably multiple causes involved.

            Source https://stackoverflow.com/questions/65109354

            QUESTION

            General Protection Fault when trying to `sti`
            Asked 2020-Nov-19 at 19:39

            Trying to implement hardware interrupts on a test bootloader. Exceptions are working(thus found it is GPF). When trying to sti, a GPF is occured. Here is my main code:

            ...

            ANSWER

            Answered 2020-Nov-19 at 19:39

            I had observed that in your error output you got this exception:

            Source https://stackoverflow.com/questions/62828313

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

            Vulnerabilities

            No vulnerabilities reported

            Install CPL

            You can download it from GitHub.
            You can use CPL 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/INK-USC/CPL.git

          • CLI

            gh repo clone INK-USC/CPL

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            git@github.com:INK-USC/CPL.git

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