SCW | Soft Confidence-Weighted Learning in Python | Machine Learning library

 by   IshitaTakeshi Python Version: Current License: MIT

kandi X-RAY | SCW Summary

kandi X-RAY | SCW Summary

SCW is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. SCW has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Soft Confidence-Weighted Learning in Python
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              SCW has a low active ecosystem.
              It has 13 star(s) with 9 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 1 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of SCW is current.

            kandi-Quality Quality

              SCW has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              SCW 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

              SCW releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SCW and discovered the below as its top functions. This is intended to give you an instant insight into SCW implemented functionality, and help decide if they suit your requirements.
            • Calculates the accuracy of a given model
            • Calculate beta
            • Predict the labels for each sample
            • Updates weights for the covariance
            • Calculate alpha
            • Fit the model
            • Updates the covariance matrix
            • Update weights and covariance
            • Estimate the covariance matrix
            • Load MNIST dataset
            • Fetch MNIST dataset
            • Replace labels in y
            • Download the MNIST dataset
            • Calculates the alpha value for a given label
            • Calculate margin
            • Calculate the confidence interval
            • Make classification
            • Run model
            • Read file contents
            Get all kandi verified functions for this library.

            SCW Key Features

            No Key Features are available at this moment for SCW.

            SCW Examples and Code Snippets

            No Code Snippets are available at this moment for SCW.

            Community Discussions

            QUESTION

            searching for specific values in pandas data frame and write condition on them
            Asked 2021-Jun-15 at 15:37

            I have student_data data frame.

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:37
            #your sample dataframe:
            student_data = pd.DataFrame({'student_id':  ['fWz', 'a1m', 'a1m','4Gn','scw', 'scw', 'nF4c', 'a1m', 'scw', '4Gn', 'fWz' ],
            'score': [' ', 15, 14, 11, 20, ' ', 9, 19, 17, 3, ' '] })
            

            Source https://stackoverflow.com/questions/67989054

            QUESTION

            Spring Cloud Kubernetes: Timeout waiting for informers cache to be ready
            Asked 2021-Apr-21 at 15:45

            I'm attempting to take advantage of Spring Cloud Kubernetes in my Spring Boot-based microservice, namely autoconfiguration and service discovery.

            However, I get an error message (Timeout waiting for informers cache to be ready, is the kubernetes service up?) during the initialization, as well as high verbosity, both of which I am unable to find information online to help me pinpoint the cause. Error message and excessive log messages are detailed below. Apologies for the lack of context, but I'm also puzzled!

            The application is running within the default service account, which has all the permissions specified in the documentation:

            ...

            ANSWER

            Answered 2021-Apr-18 at 17:01

            You need to grant neccessary permissions to your spring app, with dependency spring-cloud-starter-kubernetes-fabric8-all that you're using, you will need to grant these permissions: "configmaps", "pods", "services", "endpoints", "secrets".

            Below is an example from Spring Cloud document :

            Source https://stackoverflow.com/questions/67150940

            QUESTION

            Creating AWS V4 signed url to download file form ScaleWay Object Storage
            Asked 2021-Jan-21 at 00:36

            I'm trying to create [1] AWS V4 signed URLs to download files stored in a ScaleWay Object Storage bucket. I used the python example from AWS's [2] site and modified it but I can't make it work. When I try to access the generated link, I get a 403 response [3] which you can see below.

            I copy my python script [4] here that produces the 403 links.

            Could you please take a look at it and let me know what I did wrong? Why can't I generate the proper signature?

            [1]: A URL that was generated by the [4] python script: https://laboschqpa.s3.pl-waw.scw.cloud/1SorNemSorCpp.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=%2F20210120%2Fpl-waw%2Fs3%2Faws4_request&X-Amz-Date=20210120T011857Z&X-Amz-Expires=3000&X-Amz-SignedHeaders=host&X-Amz-Signature=8ff4a56eef6dbd555a9b92ce2ac291488fabc6cb97b26711b6eeebfb0052ce15

            [2]: The python example on AWS's site: https://docs.aws.amazon.com/general/latest/gr/sigv4-signed-request-examples.html#sig-v4-examples-get-query-string

            [3]: The 403 response I get from the scaleway API when accessing my generated link: SignatureDoesNotMatchThe request signature we calculated does not match the signature you provided. Check your key and signing method.txb1179690b7a94d92a899a-0060035729

            [4]: The python script that I try to generate links with:

            ...

            ANSWER

            Answered 2021-Jan-21 at 00:36

            If you use a GET request, you shouldn't use the hash of an empty string (like it is told in the official example) for the canonical request but the raw "UNSIGNED-PAYLOAD" string.

            As an example:

            Your canonical request will look like this:

            Source https://stackoverflow.com/questions/65801810

            QUESTION

            distinguish, include only keyword in R
            Asked 2020-Oct-02 at 02:07

            how to make this system in R ?

            ...

            ANSWER

            Answered 2020-Oct-02 at 02:07

            We could extract all the characters from the 'connected_elements' into a list, check whether the lengths of the list is equal to the number of characters of 'containing_elements'

            Source https://stackoverflow.com/questions/64164613

            QUESTION

            pip install psycopg2 - error: command 'x86_64-linux-gnu-gcc' failed with exit status 1
            Asked 2020-Aug-25 at 17:43

            I get the following error when trying to install psycopg2:

            ...

            ANSWER

            Answered 2020-Aug-25 at 17:43

            QUESTION

            I can't upload files bigger then 20 M to my S3 bucket
            Asked 2020-May-02 at 23:33

            I recently created a S3 bucket at Scaleway. I mount it using s3fs without apparent problem. I have problems uploading some "mid size" files. If the size under 20 M it's ok but for with larger files (50 M and more), the copy fails with message "unable to write file, permission denied". I contacter scaleway support but they said it's related to my s3fs client. I mounted the bucket in debug mode, using :

            ...

            ANSWER

            Answered 2020-May-02 at 18:28

            From where do you mount your bucket? Is it your PC in your home or a cloud VM? How much time does it take before you receive this error?

            I'm asking because "SSL_write() returned SYSCALL, errno = 32" looks like something is closing your connection. "HTTP error before end of send, keep sending" also points for that kind of problem. A timeout maybe occurs? Do you have a NAT gateway between you and your bucket? That can also cause the problem, if it does not care about keepalives as the upload can take relatively long.

            As the s3fs wiki says, 20MB is the threshold for multipart uploads instead of single request. Maybe Scaleway has a slightly different API for multipart uploads than Amazon? From the s3fs wiki: "Some providers do not support the full S3 API, e.g., lacking multi-part upload." Please make note that s3fs is mainly intended to work with Amazon S3 and, as I see, Scaleway is not on the list of supported providers in the s3fs wiki: https://github.com/s3fs-fuse/s3fs-fuse/wiki/Non-Amazon-S3.

            The last thing, what's your version of libcurl? The s3fs documentation says it should be 7.16 or 7.17. And are you using the latest version of s3fs?

            Source https://stackoverflow.com/questions/61523889

            QUESTION

            PyCharm: ImportError when importing any module that imports ssl
            Asked 2020-Mar-11 at 16:58

            I am unable to debug code or run a Python console due to an inability to import ssl. I get this behavior when using two Anaconda virtual environments I have created.

            For example when I attempt to debug Python code that uses boto3 I see the following error:

            ...

            ANSWER

            Answered 2019-Feb-09 at 19:01

            I encountered the same issue with PyCharm recently. Based on their forum post it's a known issue that will be fixed in the next release of Pycharm 2019.1. The only way that I have found to get around this is to create an environment using python 3.6. If you use that environment as your interpreter PyCharm should work properly. Hope this helps.

            Source https://stackoverflow.com/questions/54599895

            QUESTION

            Reading Bitmap from another activity -> Empty Image
            Asked 2020-Feb-20 at 08:56

            Background: To give a bit of background ⇒ the app should simply show the user an area (SignatureActivity / SignatureCanvasView) to put a signature. I found a snippet, which works pretty well to draw in.

            Issue: Trying to retrieve the bitmap in the MainActivity to show it in an ImageView shows an empty Image. Also writing the retrieved Bitmap creates an png file, which is pretty much empty, since it has even not a background color.

            That's how it's done in MainActivity:

            ...

            ANSWER

            Answered 2020-Feb-20 at 08:56

            You are drawing Path onto canvas attached with SignatureCanvasView, not on the canvas attached with Bitmap mBitmap.

            Source https://stackoverflow.com/questions/60307561

            QUESTION

            Using docker-compose in a GitLab CI pipeline
            Asked 2019-Nov-13 at 14:53

            I'm trying to implement a GitLab continuous integration (CI) pipeline with the following .gitlab-ci.yml file:

            ...

            ANSWER

            Answered 2017-Feb-19 at 02:07
            The problem

            This is complex problem.

            The docker:latest image is based on alpine (Alpine Linux), which is built using musl-libc. This system is very barebones, and as such doesn't have everything a full-fledged desktop Linux might have. In fact, dynamic executables need to be compiled specifically for this system.

            docker-compose is a Python application, bundled into a Linux executable using PyInstaller. These executables are really only expected to be able to run on the system which they were built. If you run an alpine container, and apk add file, you can see that the (dynamically-linked) executable you downloaded is expecting a specific interpreter.

            Source https://stackoverflow.com/questions/42295457

            QUESTION

            Installing Devstack on Baremetal server systemctl fails: devstack@etcd.service is not started
            Asked 2019-Apr-20 at 15:31

            I am trying to install devstack from ./stack.sh on ubuntu 16.04. The installation fails while trying to start the service etcd. I am also unable to run the service manually.

            ...

            ANSWER

            Answered 2019-Apr-20 at 09:15

            Looks like the error (Failed with result 'start-limit-hit') is caused by a missing /var/run/sshd.

            Run

            mkdir /var/run/sshd

            then

            systemctl restart ssh

            https://askubuntu.com/questions/1089310/how-to-resolve-service-start-limit-hit

            Source https://stackoverflow.com/questions/55771997

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

            Vulnerabilities

            No vulnerabilities reported

            Install SCW

            numpy
            scipy

            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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            gh repo clone IshitaTakeshi/SCW

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