consistency | EMNLP 2019 paper : A Logic-Driven Framework | Machine Learning library

 by   utahnlp Python Version: Current License: Apache-2.0

kandi X-RAY | consistency Summary

kandi X-RAY | consistency Summary

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

Implementation of the NLI model in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              consistency has a highly active ecosystem.
              It has 18 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 0 have been closed. There are no pull requests.
              OutlinedDot
              It has a negative sentiment in the developer community.
              The latest version of consistency is current.

            kandi-Quality Quality

              consistency has no bugs reported.

            kandi-Security Security

              consistency has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              consistency is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              consistency releases are not available. You will need to build from source code and install.
              consistency 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed consistency and discovered the below as its top functions. This is intended to give you an instant insight into consistency implemented functionality, and help decide if they suit your requirements.
            • Train model
            • Train a single epoch
            • Returns a subset of num_examples
            • Get a dictionary of all named parameters
            • Process embedding files
            • Calculate the statistics for a function
            • Split sub_idx according to ratio
            • Load features from file
            • Computes the confusion matrix
            • Calculate the confusion ratio
            • Extracts the gold label from a csv file
            • Performs the forward computation
            • Evaluate the loss function
            • Train a model
            • Cache results for training
            • Calculate the loss
            • Forward computation
            • Load avec vector from a file
            • Get character indices
            • Get the optimizer object
            • Compute the concatenation of concatenation
            • Distributes the embeddings
            • Load pretrained pretrained pipeline
            • Set the parameters of the model
            • Backward computation
            • Splits the input into smaller batches
            • Set the parameter dictionary
            • Load examples from file
            • Load a dictionary
            • Load word index
            Get all kandi verified functions for this library.

            consistency Key Features

            No Key Features are available at this moment for consistency.

            consistency Examples and Code Snippets

            No Code Snippets are available at this moment for consistency.

            Community Discussions

            QUESTION

            Identify cases where data sequence changes based on other column UserIDs
            Asked 2021-Jun-15 at 04:30

            I am working on a data frame df which is as below:

            Input: ...

            ANSWER

            Answered 2021-Jun-15 at 03:42

            Here's a fairly straightforward way where we test the sign of the lagged difference. If the mid_sum difference sign is the same as the final_sum difference sign, they are "consistent".

            Source https://stackoverflow.com/questions/67979625

            QUESTION

            Categorise measures to use as dimension
            Asked 2021-Jun-15 at 03:39

            I am trying to build a table where I am summing multiple measures and would like to categorise them into dimensions.

            To simplify, I have a table in the warehouse with the below schema:

            ...

            ANSWER

            Answered 2021-Jun-15 at 03:39

            For references sake, I was able to complete the issue with a Value List. I added the below in my table as a dimension to display the categories:

            Source https://stackoverflow.com/questions/67963308

            QUESTION

            Why can't I split this column using tidyr extract and regex?
            Asked 2021-Jun-14 at 15:07

            First time asking a question on here, so I apologise if I have missed something. I have been looking through existing answers and couldn't find any that address this issue specifically.

            I'm trying to split inconsistent strings into two variables using the extract function of the tidyr package.

            Reprex of my data with library calls:

            ...

            ANSWER

            Answered 2021-Jun-14 at 15:07

            You used lookarounds that are non-consuming patterns, while you need to use consuming pattern to let the regex engine reach minutes after hours.

            You can solve the problem using

            Source https://stackoverflow.com/questions/67972160

            QUESTION

            cassandra 3.11.9 system_auth need to be SimpleStrategy or NetworkTopologyStrategy on production env?
            Asked 2021-Jun-14 at 02:52

            What is the recommended for cassandra (apache) 3.11.9 system_auth? need to be SimpleStrategy or NetworkTopologyStrategy? And with how much RF?

            We have cassandra with 1 dc (2-3 AWS racks with EC2_snitch + dynamic_snitch disabled). Most queries running on consistency level local_one). Today our system_auth keyspace configured SimpleStrategy with RF 3. In a lot of queries, we are wasting time on (tracing):

            ...

            ANSWER

            Answered 2021-Jun-14 at 02:51

            I answered this question a while ago, which is similar: Replication Factor to use for system_auth

            Due to issues that can happen with larger clusters which fluctuate in size, we now treat system_auth like we do any other keyspace. That is, we set system_auth's RF to 3 in each DC.

            tl;dr;, if you're using NetworkTopologyStrategy on your non-system keyspaces, then you should also be using it for system_auth. Same with your RF; I'd always match the RF of system_auth with that of my "normal" keyspaces, as well.

            No, the replication strategy and RF used on system_auth does not typically cause query latency. That is of course, unless any of the Security cache settings have been altered. 10 years of working with Cassandra, I've never had to change those: https://docs.datastax.com/en/security/5.1/security/secAuthCacheSettings.html

            queries wasting time on (tracing): "Executing single-partition query on roles [ReadStage-X]"

            This statement got me thinking: Are you tracing queries in cqlsh while logged in as the default cassandra user? That user does trigger some cqlsh operations to execute at QUORUM. Could also be that maybe the query consistency and connection consistency are set differently. Just a thought.

            Source https://stackoverflow.com/questions/67962399

            QUESTION

            How to use prepare_statement with OCI Python SDK and NoSQL cloud service?
            Asked 2021-Jun-09 at 10:48

            I am planning to use Oracle NoSQL Cloud Service on OCI using the OCI Python SDK. I did some tests using the API calls and I would like to do the same query but using the Python SDK.

            How can I use prepared statement instead of regular statement (see below) and what values I need to set

            ...

            ANSWER

            Answered 2021-Jun-09 at 10:48

            the problem is with the "statement" attribute of QueryDetails.

            1. use the result of the nosqlClient.prepare_statement (take care with the comma at the end in your script)
            2. call oci.nosql.models.QueryDetails with the following parameters statement=prepare_statement_response.data.statement, is_prepared=True and variables

            Source https://stackoverflow.com/questions/67884511

            QUESTION

            How can I pg_dump each table in its own file, and stay consistent?
            Asked 2021-Jun-08 at 16:05

            I have a database with several tables, let's say table_a and table_b.

            I want to backup my base using pg_dump, but (for various reasons) I want each table to have its own dumping file. I could do something like:

            ...

            ANSWER

            Answered 2021-Jun-08 at 16:05

            There is no direct way to do that. I have two ideas:

            • Use a single "directory format" pg_dump (-F d) of all the tables. True, there will be a single toc.dat with all the table metadata, but each table will be dumped to its own file.

            • Use a single pg_dump in directory or custom format to get a consistent dump for all tables, and then create individual files from it with

            Source https://stackoverflow.com/questions/67890251

            QUESTION

            How do I redirect to an External Link in react?
            Asked 2021-Jun-07 at 21:23

            I am building a gallery where you click on the image and it will load in a separate component using props, this image is a URL, taken from an array, where the src property is loaded as a background image via CSS. My challenge is connecting the src data to the child component. See original question

            I have found a solution to pass the data using the Link component. Now the URL string is being read like this: http://localhost:3000/https://photos.smugmug.com/photos.... As you can see there is an address within the address in the string.

            I have tried changing the state of the URL string but did not work.

            My question, how do I write a redirect to fix the HTTP address removing the localhost address

            UPDATE Many thanks to Taylor, Drew, and Ajeet for all of your help! The solution is posted below, the main issue was I needed a function in the Image component to connect the src props from the GalleryContainer component. I also changed all "a tags" to "Link components" to keep consistency. More details are in the explained solutions from Drew and Taylor, and also Ajeet code box here

            ...

            ANSWER

            Answered 2021-Jun-05 at 07:28

            You can simply use a tag to redirect.

            Source https://stackoverflow.com/questions/67847263

            QUESTION

            comparing groups and getting equal values of all groups( pandas groupby)
            Asked 2021-Jun-05 at 10:01

            i have a data frame which is

            it has 3 years 2011 2012 and 2013 ,and 3 students a,b,c and their ranks in each year. i want to group by year and see which students have consistency we can see student b has rank 2 all over the years.

            code I am using

            ...

            ANSWER

            Answered 2021-Jun-05 at 10:01

            You can group by Name and check if their rank is the same value for all years and then get the Names that satisfy that:

            Source https://stackoverflow.com/questions/67847230

            QUESTION

            get the name of the child table when joining multiple tables to a parent table
            Asked 2021-Jun-03 at 13:27

            I have 4 postgres tables:

            • Fruit with attribute freshness (int) that goes to 1 to 5 and a serial id pk
            • Banana with curvature (int) that goes from 0 to 360 and a serial id pk that is both foreign key to fruit and bananas primary key
            • Apple with color as text and the same fk pk id
            • pineapple with weight as int and the same fk id as the other two

            Heres an example for a fruit (you can imagine the others, they are very similar):

            ...

            ANSWER

            Answered 2021-Jun-03 at 13:27

            You can qualify each table column and check them for non-nullity in a case statement

            Source https://stackoverflow.com/questions/67821888

            QUESTION

            Howto add system-default selection designs to (gen)lists?
            Asked 2021-Jun-03 at 06:20

            I have a nice genlist, and I want to add checkboxes (/toggles) to all items.

            I checked these pages:

            You can provide an on/off switch, checkbox, or radio button along with the main text.

            Perfect. How?

            I'm aiming to be able to select items from the list, either with something like this:

            Or with something like this:

            I know I can use item_styles. Also know I can add my own images to swallow.end or similar.

            But is there a way to use the same designs as the OS uses? To not break UI consistency?

            ...

            ANSWER

            Answered 2021-Jun-03 at 06:20

            use elm_check on swallow.end part. I do not know which style do you use, so here is sample with style "1text.1icon.1"

            Source https://stackoverflow.com/questions/67744679

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

            Vulnerabilities

            No vulnerabilities reported

            Install consistency

            You can download it from GitHub.
            You can use consistency 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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/utahnlp/consistency.git

          • CLI

            gh repo clone utahnlp/consistency

          • sshUrl

            git@github.com:utahnlp/consistency.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link