SUOD | Acceleration System for Large-scare | Predictive Analytics library

 by   yzhao062 Python Version: Current License: BSD-2-Clause

kandi X-RAY | SUOD Summary

kandi X-RAY | SUOD Summary

SUOD is a Python library typically used in Analytics, Predictive Analytics, Spark applications. SUOD has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. However SUOD has 2 bugs. You can download it from GitHub.

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
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            kandi-support Support

              SUOD has a low active ecosystem.
              It has 347 star(s) with 43 fork(s). There are 16 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 7 open issues and 3 have been closed. On average issues are closed in 102 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of SUOD is current.

            kandi-Quality Quality

              SUOD has 2 bugs (0 blocker, 0 critical, 2 major, 0 minor) and 72 code smells.

            kandi-Security Security

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

            kandi-License License

              SUOD is licensed under the BSD-2-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              SUOD 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.
              SUOD saves you 1143 person hours of effort in developing the same functionality from scratch.
              It has 2582 lines of code, 65 functions and 30 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SUOD and discovered the below as its top functions. This is intended to give you an instant insight into SUOD implemented functionality, and help decide if they suit your requirements.
            • Builds a prediction prediction from a data file
            • Compute the cost function for each feature
            • Convert indices to one - hot matrix
            • Predict the label for each label
            • Predict probabilities for each estimator
            • Convert raw score to probability
            • Predict probabilities for training
            • Compute the cost predictor
            • Unfold a list of lists
            • Build a set of detections
            • Fit an estimator
            • Fits the Jacobian of the Jacobian
            • Compute the approximator for each model
            • Transform X into matrix X
            • Calculates the decision function for each estimator
            • Predict for each estimator
            • Returns a list of possible estimators
            • Fits the Jacobian transform using the given method
            • Calculates time cost for a given class
            • Calculate approximator
            • Perform a balanced task scheduling
            • Predict the model for the given data
            • Calculate the decision function
            • Calculate the probability of each estimator
            • This function returns a list of all estimators
            • Partition estimators between workers
            Get all kandi verified functions for this library.

            SUOD Key Features

            No Key Features are available at this moment for SUOD.

            SUOD Examples and Code Snippets

            No Code Snippets are available at this moment for SUOD.

            Community Discussions

            Trending Discussions on SUOD

            QUESTION

            Java get all between eluding the tag
            Asked 2017-Jul-13 at 20:06

            I want to do a regex in JAVA that returns me all between the tag , but i want exclude the tag. I have this code:

            ...

            ANSWER

            Answered 2017-Jul-13 at 20:06

            This worked for me for your input string. But again, this will not work for things like CDATA block inside HTML as suggested by dcsohl nor for many other strings as HTML is wickedly difficult to parse with Regex.

            Source https://stackoverflow.com/questions/45087336

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

            Vulnerabilities

            No vulnerabilities reported

            Install SUOD

            You can download it from GitHub.
            You can use SUOD 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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            CLONE
          • HTTPS

            https://github.com/yzhao062/SUOD.git

          • CLI

            gh repo clone yzhao062/SUOD

          • sshUrl

            git@github.com:yzhao062/SUOD.git

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