MLC | Meta Label Correction for Noisy Label Learning | Data Labeling library

 by   microsoft Python Version: Current License: MIT

kandi X-RAY | MLC Summary

kandi X-RAY | MLC Summary

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

Meta Label Correction for Noisy Label Learning
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              MLC has a low active ecosystem.
              It has 21 star(s) with 5 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 4 have been closed. On average issues are closed in 7 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MLC is current.

            kandi-Quality Quality

              MLC has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MLC 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

              MLC releases are not available. You will need to build from source code and install.
              MLC 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.
              It has 1046 lines of code, 59 functions and 13 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MLC and discovered the below as its top functions. This is intended to give you an instant insight into MLC implemented functionality, and help decide if they suit your requirements.
            • Run the experiment
            • Compute accuracy
            • Train and test and test
            • Performs the hmlc
            • Prepare data for training
            • Prepare the Mwnet
            • Updates parameters using SGD
            • Prepare training data
            • Builds the models
            • Setup training
            • Get data
            • Convert data into a CUDA tensor
            • Get the learning rate
            • Update params using optimizer
            • Download the archive
            • Check integrity of training and test files
            • A helper function to create the folder
            • Get a logger
            • Test function
            • Calculate the soft cross - cross - entropy
            Get all kandi verified functions for this library.

            MLC Key Features

            No Key Features are available at this moment for MLC.

            MLC Examples and Code Snippets

            No Code Snippets are available at this moment for MLC.

            Community Discussions

            QUESTION

            How to create a scatterplot of data using `matplotlib.pyplot.scatter`
            Asked 2022-Mar-18 at 22:32

            I've problem with matplotlib.pyplot.scatter.

            Firstly, I need to download the data on Iris classification and paste headlines.

            ...

            ANSWER

            Answered 2022-Mar-18 at 22:32

            There is no problem with iris datasets, just with the part you defined the alpha argument in the scatter function. You should change the way of assigning value to arguments in the way you did:

            Source https://stackoverflow.com/questions/71533791

            QUESTION

            Pausing entire container when concurrency is greater than 1
            Asked 2022-Feb-13 at 15:47

            When we are using a container with concurrency greater than 1, and wish to pause all the child containers, can we pause directly using:

            ...

            ANSWER

            Answered 2022-Feb-13 at 15:47

            If you're using @KafkaListener(id = "your-id",...) for your method, it will be registered as an instance of ConcurrentMessageListenerContainer. So when you call mlc.pause(), it actually is ConcurrentMessageListenerContainer#pause, you don't have to cast it (polymorphism).

            With ConcurrentMessageListenerContainer#pause, it will delegate to all KafkaMessageListenerContainer#pauses inside it (for example: concurrency = 3, you will have 3 instances of KafkaMessageListenerContainer). You don't have to pause each container individually, mlc.pause() is enough.

            Source https://stackoverflow.com/questions/71093673

            QUESTION

            webpack-cli : Error: spawn Unknown system error -86 / Symfony
            Asked 2022-Feb-06 at 12:00

            I have just acquired a new mac with M1 chip and I wonder if the error is related to this, because on my old one I have no problem.

            ...

            ANSWER

            Answered 2022-Feb-05 at 15:48

            Today I got my new M1 Pro as well and I had the same issue. The interesting thing is that the npm run prod created all files correctly.

            First I checked if xcode-select --install is installed - it was.

            Next I checked the installed git version git --version -> git version 2.32.0 (Apple Git-132), standard Apple git. I installed a fresh git via homebrew brew install git and restarted my Mac. After that the error was gone.

            If this does not fix your error, maybe it is an weird npm package.

            Source https://stackoverflow.com/questions/70987542

            QUESTION

            How do I insert a specific key: value of Json into a postgres table using Node.js
            Asked 2021-Dec-16 at 10:28

            I got a json variable in which i got all my data. I'd like to take a specific key and its value to insert it in a specific column of my table.

            Here is an example:

            ...

            ANSWER

            Answered 2021-Dec-16 at 10:28

            It is a bit unclear to me if you have already installed PG lib for node. I have used this one in the past (when I needed something simple and fast): https://www.npmjs.com/package/pg.

            Anyways, let's say you have this JSON in a variable, then you would like to parse that into an object, and then you can pick and choose whatever you want, and insert into the db.

            Btw, your JSON is not formatted correctly, it is already formatted as an object... in the yourJSON var below I have formatted it correctly for you (by taking what you had, and wrapping it with JSON.stringify(whatYouHad))

            Source https://stackoverflow.com/questions/70377191

            QUESTION

            How to fix missing build script using cypress github actions?
            Asked 2021-Oct-23 at 12:04

            I have tried to add a github action, which is supposed to test my app using cypress.

            This is what my workflowfile looks like:

            ...

            ANSWER

            Answered 2021-Oct-23 at 12:04

            You have to add: working-directory: client after with: inside Cypress run like this:

            -

            Source https://stackoverflow.com/questions/69603768

            QUESTION

            Making predictions using all labels in multilabel text classification
            Asked 2021-Sep-24 at 14:13

            I'm currently working on a multilabel text classification problem, in which I have 4 labels, which is represented as 4 dummy variables. I have tried out several ways to transform the data in a way that is suitable for making the MLC.

            Right now I'm running with pipelines, but as far as I can see, this doesn't fit a model with all labels included, but rather makes 1 model per label - do you agree with this?

            I have tried to use MultiLabelBinarizer and LabelBinarizer, but with no luck.

            Do you have a tip on how I can solve this problem in a way that makes the model include all the labels in one model, taking into account the different label combinations?

            A subset of the data and my code is here:

            ...

            ANSWER

            Answered 2021-Sep-24 at 14:13

            Code Analysis

            The scikit-learn LogisticRegression classifier using OVR (one-vs-rest) can only predict a single output/label at a time. Since you are training the model in the pipeline on multiple labels one at a time, you will produce one trained model per label. The algorithm itself will be the same for all models, but you would have trained them differently.

            Multi-Output Regressor

            • Multi-output regressors can accept multiple independent labels and generate one prediction for each target.
            • The output should be the same as what you have, but you only need to maintain a single model and train it once.
            • To use this approach, wrap your LR model in a MultiOutputRegressor.
            • Here is a good tutorial on multi-output regression models.

            Source https://stackoverflow.com/questions/69264857

            QUESTION

            Google App Script problem in Loop emails when conversation length are long
            Asked 2021-Sep-07 at 07:27

            Reference to the previous question to Filter Gmail body and paste in Spreadsheet

            I had created below a google app script and set a trigger for after every 5 minutes:

            ...

            ANSWER

            Answered 2021-Sep-07 at 07:27

            You might be reaching a script limitation. Possibly the custom function runtime.But it can be any, you should see an error if it didn't finish.

            Source https://stackoverflow.com/questions/69008455

            QUESTION

            Why is my ANTLR4 parser grammar erroring 'no viable alternative at input'?
            Asked 2021-Mar-25 at 02:52

            When I run my grammar (lexer and parser) in powershell, it produces these errors:

            ...

            ANSWER

            Answered 2021-Mar-23 at 10:50

            Both global and a are listed in your grammer under kwr rule.

            kwr is mentioned in the inl rule which isn't used anywhere. So your parser don't know how to deal with inl and don't know what to do with two inl chained together (global a)

            Source https://stackoverflow.com/questions/66761457

            QUESTION

            pivoting for messy data
            Asked 2021-Mar-09 at 22:08

            I have data that looks like this

            ...

            ANSWER

            Answered 2021-Mar-09 at 18:16

            We can use pivot_longer to reshape to 'long' format, then filter the 'MLC' column where the values are not '0' and separate into columns

            Source https://stackoverflow.com/questions/66552522

            QUESTION

            Cannot extract Latitutde/longitude from website
            Asked 2020-Dec-12 at 19:01

            I am new to stacker flow and this is my first post, so I hope I can explain myself well and you can help me! Thanks in advance for your help!! I am using Scrapy to web scrap a popular real statement website from my native country. I am doing well with all the characteristics I want, such as Price, Surface, Bedrooms, among others. But I haven't been able to get the latitude/longitude of a property. In the website, for example, https://www.portalinmobiliario.com/MLC-564988630-estilo-mariposa-_JM#position=2&type=item&tracking_id=ed337e69-9999-4ede-b393-ef378e1a5675, you can find a google map location as the image shows, and inside of this HTML element, it is possible to get the lat/long (highlighted in blue) but when I try to reach this element in my code, the spider doesn't recognize it.

            Using this css selector crs_location = response.css('div.map-container img:nth-child(1)').getall() I am able to get the first img inside the div, getting the following output https://http2.mlstatic.com/resources/frontend/web-vip/ui-dist/images/pin-real-estate-d1ebb73e65.svg, but when I change the nth-child to: crs_location = response.css('div.map-container img:nth-child(2)').getall() to get the second child (what I want), the crs_location variable outcome empty.

            I appreciate it if you can help to figure out how to get the lat/long of this. Thanks!

            HTML elements

            Complete Code: import scrapy from scrapy import Selector import requests import pandas as pd import numpy as np

            ...

            ANSWER

            Answered 2020-Dec-12 at 18:53

            Pretty trivial with requests and regex since we know it's the only lat/lon on the page, and we know the url format. We can capture the lat/lon portion of the url using regex and split it apart.

            Source https://stackoverflow.com/questions/65268461

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

            Vulnerabilities

            No vulnerabilities reported

            Install MLC

            You can download it from GitHub.
            You can use MLC 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/microsoft/MLC.git

          • CLI

            gh repo clone microsoft/MLC

          • sshUrl

            git@github.com:microsoft/MLC.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