ERNIE | Official implementations for various pre | Natural Language Processing library

 by   PaddlePaddle Python Version: v2.5.0 License: No License

kandi X-RAY | ERNIE Summary

kandi X-RAY | ERNIE Summary

ERNIE is a Python library typically used in Artificial Intelligence, Natural Language Processing, Bert applications. ERNIE has no bugs, it has no vulnerabilities and it has medium support. However ERNIE build file is not available. You can install using 'pip install ERNIE' or download it from GitHub, PyPI.

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
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            kandi-support Support

              ERNIE has a medium active ecosystem.
              It has 5869 star(s) with 1244 fork(s). There are 200 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 13 open issues and 635 have been closed. On average issues are closed in 106 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of ERNIE is v2.5.0

            kandi-Quality Quality

              ERNIE has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              ERNIE does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              ERNIE releases are available to install and integrate.
              Deployable package is available in PyPI.
              ERNIE has no build file. You will be need to create the build yourself to build the component from source.
              ERNIE saves you 3816 person hours of effort in developing the same functionality from scratch.
              It has 10871 lines of code, 596 functions and 68 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ERNIE and discovered the below as its top functions. This is intended to give you an instant insight into ERNIE implemented functionality, and help decide if they suit your requirements.
            • Writes the choim prediction results to a json file
            • Return the configuration value for a given key
            • Get the n_best_size of the logits
            • Compute softmax
            • Encodes the input
            • Generate input layer
            • Default encoder
            • Build a vocabulary
            • Encodes the source
            • Forward computation
            • Matrix multiplication
            • Read an example file
            • Apply a filter to each RDD
            • Perform a forward computation
            • Evaluate the model
            • Convert ip_fil to op
            • Calculate prediction results
            • Generate a model from parameters
            • Get the span between two ids
            • Computes the span between two spans
            • Set optimizer
            • Process data with k - fold cross - validation
            • Convert a BIO file into a dictionary
            • Writes prediction results
            • Calculates the quality of the question
            • Build grid search configuration
            • Writes predictions with negative features
            Get all kandi verified functions for this library.

            ERNIE Key Features

            No Key Features are available at this moment for ERNIE.

            ERNIE Examples and Code Snippets

            Usage
            Pythondot img1Lines of Code : 48dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            import sys
            
            sys.path.append('..')
            from textgen.augment import TextAugment
            
            docs = ['主要研究机器学习、深度学习、计算机视觉、智能对话系统相关内容',
                    '晚上肚子好难受',
                    '你会武功吗,我不会',
                    '组装标题质量受限于广告主自提物料的片段质量,且表达丰富度有限',
                    '晚上一个人好孤单,想:找附近的人陪陪我.',
                    ]
            m = TextA  
            ERNIE text classification by PyTorch,Structure of the code
            Pythondot img2Lines of Code : 22dot img2no licencesLicense : No License
            copy iconCopy
            ├── pyernie
            |  └── callback
            |  |  └── lrscheduler.py  
            |  |  └── trainingmonitor.py 
            |  |  └── ...
            |  └── config
            |  |  └── basic_config.py #a configuration file for storing model parameters
            |  └── dataset   
            |  └── io    
            |  |  └── dataset.py  
            |  |   
            copy iconCopy
            class ERNIE(nn.Module):
            
                def __init__(self, n_classes):
                    super(ERNIE, self).__init__()
                    self.model = AutoModel.from_pretrained("nghuyong/ernie-2.0-large-en", hidden_dropout_prob=0.2, attention_probs_dropout_prob=0.2)
                    self.ou  

            Community Discussions

            QUESTION

            if object has key from different array object key value, return only that key
            Asked 2022-Mar-28 at 04:22

            I have 2 arrays.

            One array contains some people objects, the other array contains objects with name key that holds the value needed from the people objects.

            My solution so far but not getting any luck....

            When mapping over people array how do I return only certain properties from person? Not the entire person object

            ...

            ANSWER

            Answered 2022-Mar-28 at 04:09

            filter only filters elements from array based on some condition but in your case we don't want to filter elements we just want to create new array of objects from and existing array so map function is a good start.

            Second problem is the object can contain nested object which may contain required key value pair so to retrieve them we can recursively look over the value which is object if we don't find the key value directly in the object.

            And since we don't want all the key value for each object in array we can either create a new object or delete from existing object, keeping the original is good and safe option if required for further processing.

            Source https://stackoverflow.com/questions/71642140

            QUESTION

            Eloquent Javascript Chapter 7 - where do the key names come from?
            Asked 2022-Jan-04 at 15:08

            I'm having trouble understanding what's happening in the opening bit of code in Eloquent Javascript's Chapter 7.

            ...

            ANSWER

            Answered 2022-Jan-04 at 15:08

            In this snippet the flow steps are printed out. See the comments in the snippet for some explanation.

            To play around with this code I've created a Stackblitz project.

            Source https://stackoverflow.com/questions/70579851

            QUESTION

            Flattening a Nested JSON and output to HTML Table
            Asked 2021-Nov-05 at 07:36

            i have this JSON string coming from the DACHSER API system :

            ...

            ANSWER

            Answered 2021-Nov-03 at 15:00

            I found how to handle this using datatables.net in this JSFiddle But it is not a very nice way to do it as i have to manualy create the rows in the HTML part, also in the JS part. a way to automaticaly create the headers and fill the rows would be better. So to get it working i have to modify the JSON by removing this {"shipments": and the latest }

            Source https://stackoverflow.com/questions/69823774

            QUESTION

            Filtering JSON data into a Python variable for later reuse
            Asked 2021-Aug-20 at 06:00

            How can I filter a JSON dataset and assign the specified returned object to a variable in Python?

            Dataset:

            ...

            ANSWER

            Answered 2021-Aug-20 at 00:22

            If you convert the list to a dict it will be alot easier

            Source https://stackoverflow.com/questions/68855659

            QUESTION

            Why am I receiving this JSON Decode Error?
            Asked 2021-May-26 at 05:44

            Here's what I'm doing.

            I'm sending a get request to a reddit oembed endpoint. I want to parse the returned json and grab the raw html to embed a reddit post onto my django page. The error I receive when I try to do this is

            ...

            ANSWER

            Answered 2021-May-19 at 02:24
            import requests
            import json
            
            def get_response():
                endpoint = requests.get("https://www.reddit.com/oembed?url=https://www.reddit.com/r/nba/comments/n6l2zu/the_crew_lock_in_their_predictions_and_ernie_has/")
                if endpoint.status_code == 200:
                    return json.loads(endpoint.text)
                    
                return {}
                
            print(get_response())
            

            Source https://stackoverflow.com/questions/67596004

            QUESTION

            Audit the log and determine the actions of users in Oracle, as well as the design of the result in the console
            Asked 2021-Apr-15 at 16:20

            Is it possible to distinguish quota changes from table space reassignment in the audit log? Here result I brought ACTION_NAME out and found AUDIT_OPTION in the documentation, but when I use SELECT, it doesn't return AUDIT_OPTION. Maybe something can be identified through something. My user first changed the quota to another user in the table space and then changed the default table space to another user. I want to see the lair of these actions. Here the result is only with ACTION_NAME. If I use ACTION_OPTION the same result is displayed:

            Select request itself:

            ...

            ANSWER

            Answered 2021-Apr-15 at 16:20

            As for your "problem with the design of the result in the console", by default sqlplus will ouput the columns to their max width, which will likely (as it did in your case) exceed the fixed 80-character width of the console. You can adjust the widths with the sqlplus 'col format command:

            Here, I first issue the same select as you (without the WHERE, which wouldn't apply to me). It returns the same wrapped output as you got. Then I 'format' the columns and issue the same query a second time.

            Source https://stackoverflow.com/questions/67110380

            QUESTION

            How to update the SSL negotiation policy in using the Troposhpere framework for an AWS classic load balancer 443 listener
            Asked 2021-Feb-26 at 15:24

            I have a working Troposphere template that brings up my environment with a classic load balancer. I am modifying it to have the load balancer port 443 listener come up using the SSL Negotiation policy(cypher) ELBSecurityPolicy-TLS-1-2-2017-01.

            It will let me generate the cloudformation yaml but when I try to create the stack using the generated yaml I get the error "Encountered unsupported property PolicyType" while it is trying to create the load balancer.

            PolicyType is supported by Troposphere but not in AWS CF??

            Any clues as to what I am doing wrong? Is there a better way?

            I can not find any examples of updating the SSL negotiation using the Troposphere framework.

            Here is the snippet of my Troposphere ELB listener code section that I think should do the magic -

            ...

            ANSWER

            Answered 2021-Feb-26 at 06:18

            The Classic Load Balancer Policies should be specified under the Policies property, not the Listeners property. https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-ec2-elb.html#cfn-ec2-elb-policies

            Remove the elb.Policy( ... ) from the Listerners=[ ...] property and add the Policies = [ elb.Policy( ... ), ... ] property to the LoadBalancer resource / object.

            Source https://stackoverflow.com/questions/66376888

            QUESTION

            Blazor equivalent to WPFs ItemsControl+DataTemplate
            Asked 2021-Feb-15 at 22:14

            In WPF I can via DataTemplates automatically get my content displayed in different templates, depending on it's types.

            For example, I have two classes ChildAViewModel and ChildBViewModel that both implement the IChild interface. A parent now has a List that holds different instances of ChildAViewModel and ChildBViewModel.

            ...

            ANSWER

            Answered 2021-Feb-15 at 22:14

            XAML and Razor are two totally different things so there is no real equivalent but in Blazor you have a lot more flexibility to do things directly in the markup. You could for example switch directly on the type:

            Source https://stackoverflow.com/questions/66214091

            QUESTION

            Trying to create a namespace in an AWS EKS cluster with kubectl - Getting: Error from server (Forbidden): namespaces is forbidden
            Asked 2020-Nov-17 at 10:25

            I am trying to create a namespace in an AWS EKS cluster and keep getting an error.

            I can do everything I want using the default namespace yet when I try to create a new namespace name I am forbidden.

            It must be something that I have done incorrectly with the user "thera-eks". Perhaps the role binding?

            It looks like I gave the role access to everything since in the rules I gave it the * wildcard.

            The command I use is -

            ...

            ANSWER

            Answered 2020-Nov-17 at 07:16

            User "thera-eks" doesnt have permissions to create namespace.

            Use the below command to check if you are allowed to create namespace

            Source https://stackoverflow.com/questions/64866349

            QUESTION

            Add to child BsonDocument
            Asked 2020-Jun-26 at 17:16

            I have the following. It works.

            ...

            ANSWER

            Answered 2020-Jun-26 at 17:16

            For nested fields you can use the dot notation:

            Source https://stackoverflow.com/questions/62599676

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

            Vulnerabilities

            No vulnerabilities reported

            Install ERNIE

            You can install using 'pip install ERNIE' or download it from GitHub, PyPI.
            You can use ERNIE 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:

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