*WSO2 Machine Learner 1.1.0 - Beta Released!*
We are pleased to announce that the Beta release of WSO2 Machine Learner 1.1.0 is now available to download from here <https://github.com/wso2/product-ml/releases/download/v1.1.0-beta/wso2ml-1.1.0-beta.zip>. Source and tag location for this release is available here <https://github.com/wso2/product-ml/releases/tag/v1.1.0-beta>. Machine learning has emerged as a key component of big data analytics space. The goal of WSO2 Machine Learner is to make machine learning accessible to WSO2 big data platform. WSO2 Machine Learner ( http://wso2.com/products/machine-learner/) provides a user friendly wizard like interface, which guides users through a set of steps to find and configure machine learning algorithms. The outcome of this process is a model that can be deployed in multiple WSO2 products, such as WSO2 Enterprise Service Bus (ESB), WSO2 Complex Event Processor (CEP), WSO2 Data Analytics Server (DAS) etc. The novice-friendly machine learning analysis allows developers, data scientists and database administrators to quickly implement machine learning methods. If you are familiar with WSO2 products, you can utilize WSO2 Machine Learner to build machine learning models for various tasks, such as fraud detection, anomaly detection, classification etc. WSO2 Machine Learner is built up on the award-winning, WSO2 Carbon platform, which is based on the OSGi framework enabling better modularity for your service oriented architecture (SOA). *Key Features of WSO2 ML 1.1.0 Release* - Deep learning algorithm support - Anomaly detection algorithm support - Recommendation algorithm support - PMML support *Fixes from Alpha release to Beta* <https://wso2.org/jira/browse/ML-246>[image: Improvement] <https://wso2.org/jira/browse/ML-246>ML-246 <https://wso2.org/jira/browse/ML-246> Add audit logs <https://wso2.org/jira/browse/ML-246> <https://wso2.org/jira/browse/ML-259>[image: Bug] <https://wso2.org/jira/browse/ML-259>ML-259 <https://wso2.org/jira/browse/ML-259> Response variable filed doesn't hide in K means with unlabeled data anomaly detection algorithm <https://wso2.org/jira/browse/ML-259> <https://wso2.org/jira/browse/ML-241>[image: Bug] <https://wso2.org/jira/browse/ML-241>ML-241 <https://wso2.org/jira/browse/ML-241> HDFS StorageDirectory property should include URL <https://wso2.org/jira/browse/ML-241> <https://wso2.org/jira/browse/ML-245>[image: Bug] <https://wso2.org/jira/browse/ML-245>ML-245 <https://wso2.org/jira/browse/ML-245> [HDFS] Shouldn't copy HDFS files from client side to server <https://wso2.org/jira/browse/ML-245> <https://wso2.org/jira/browse/ML-273>[image: Improvement] <https://wso2.org/jira/browse/ML-273>ML-273 <https://wso2.org/jira/browse/ML-273> Allowing decoding to be disabled at the prediction time <https://wso2.org/jira/browse/ML-273> <https://wso2.org/jira/browse/ML-258>[image: Bug] <https://wso2.org/jira/browse/ML-258>ML-258 <https://wso2.org/jira/browse/ML-258> Download and Publish options missing for kmeans in model comparison page <https://wso2.org/jira/browse/ML-258> <https://wso2.org/jira/browse/ML-257>[image: Bug] <https://wso2.org/jira/browse/ML-257>ML-257 <https://wso2.org/jira/browse/ML-257> Predict Button Missing in Model Page <https://wso2.org/jira/browse/ML-257> <https://wso2.org/jira/browse/ML-234>[image: Task] <https://wso2.org/jira/browse/ML-234>ML-234 <https://wso2.org/jira/browse/ML-234> Remove org.wso2.carbon.ml.core.spark.ConfusionMatrix unused java class <https://wso2.org/jira/browse/ML-234> <https://wso2.org/jira/browse/ML-236>[image: Bug] <https://wso2.org/jira/browse/ML-236>ML-236 <https://wso2.org/jira/browse/ML-236> [ML DB] ML_MODEL table ERROR column size need be increased <https://wso2.org/jira/browse/ML-236> <https://wso2.org/jira/browse/ML-262>[image: Bug] <https://wso2.org/jira/browse/ML-262>ML-262 <https://wso2.org/jira/browse/ML-262> Some Algorithm configurations missing in Analysis Configurations view of Recommendation and Anomaly Detection Algorithms <https://wso2.org/jira/browse/ML-262> <https://wso2.org/jira/browse/ML-256>[image: Improvement] <https://wso2.org/jira/browse/ML-256>ML-256 <https://wso2.org/jira/browse/ML-256> Connect ML to external H2O cluster <https://wso2.org/jira/browse/ML-256> <https://wso2.org/jira/browse/ML-243>[image: Bug] <https://wso2.org/jira/browse/ML-243>ML-243 <https://wso2.org/jira/browse/ML-243> When a dataset is created by adding a data file - the status indicates as processing even though completed <https://wso2.org/jira/browse/ML-243> <https://wso2.org/jira/browse/ML-272>[image: Sub-task] <https://wso2.org/jira/browse/ML-272>ML-272 <https://wso2.org/jira/browse/ML-272> ML-260 <https://wso2.org/jira/browse/ML-260> In breadcrumbs (in models, analyses), nothing is linked and only shows path. There is no point of showing only the path. Users should be able to navigate using that. <https://wso2.org/jira/browse/ML-272> <https://wso2.org/jira/browse/ML-269>[image: Sub-task] <https://wso2.org/jira/browse/ML-269>ML-269 <https://wso2.org/jira/browse/ML-269> ML-260 <https://wso2.org/jira/browse/ML-260> If there are no datasets, show a message saying you don't have datasets, please create and there should be a link to dataset creating page. <https://wso2.org/jira/browse/ML-269> <https://wso2.org/jira/browse/ML-268>[image: Sub-task] <https://wso2.org/jira/browse/ML-268>ML-268 <https://wso2.org/jira/browse/ML-268> ML-260 <https://wso2.org/jira/browse/ML-260> In "Create project", dataset selecting field doesn't show error message when not selected - needs and error message. <https://wso2.org/jira/browse/ML-268> <https://wso2.org/jira/browse/ML-270>[image: Sub-task] <https://wso2.org/jira/browse/ML-270>ML-270 <https://wso2.org/jira/browse/ML-270> ML-260 <https://wso2.org/jira/browse/ML-260> When there are only failed models in an analysis, compare models should be disabled. <https://wso2.org/jira/browse/ML-270> <https://wso2.org/jira/browse/ML-271>[image: Sub-task] <https://wso2.org/jira/browse/ML-271>ML-271 <https://wso2.org/jira/browse/ML-271> ML-260 <https://wso2.org/jira/browse/ML-260> No need of 2 horizontal bars in home screen - no content in that. <https://wso2.org/jira/browse/ML-271> <https://wso2.org/jira/browse/ML-267>[image: Sub-task] <https://wso2.org/jira/browse/ML-267>ML-267 <https://wso2.org/jira/browse/ML-267> ML-260 <https://wso2.org/jira/browse/ML-260> Allow space to be included in project and analysis names <https://wso2.org/jira/browse/ML-267> <https://wso2.org/jira/browse/ML-266>[image: Sub-task] <https://wso2.org/jira/browse/ML-266>ML-266 <https://wso2.org/jira/browse/ML-266> ML-260 <https://wso2.org/jira/browse/ML-260> Remove unused tooltip icons in explore view <https://wso2.org/jira/browse/ML-266> <https://wso2.org/jira/browse/ML-265>[image: Sub-task] <https://wso2.org/jira/browse/ML-265>ML-265 <https://wso2.org/jira/browse/ML-265> ML-260 <https://wso2.org/jira/browse/ML-260> Fix order of appearance of datasets and projects in menus <https://wso2.org/jira/browse/ML-265> <https://wso2.org/jira/browse/ML-264>[image: Sub-task] <https://wso2.org/jira/browse/ML-264>ML-264 <https://wso2.org/jira/browse/ML-264> ML-260 <https://wso2.org/jira/browse/ML-260> At login, avoid asking for "Machine Learner" credentials <https://wso2.org/jira/browse/ML-264> <https://wso2.org/jira/browse/ML-252>[image: Improvement] <https://wso2.org/jira/browse/ML-252>ML-252 <https://wso2.org/jira/browse/ML-252> Add a legend to the cluster diagram of anomaly detection model summary <https://wso2.org/jira/browse/ML-252> <https://wso2.org/jira/browse/ML-240>[image: Bug] <https://wso2.org/jira/browse/ML-240>ML-240 <https://wso2.org/jira/browse/ML-240> Tooltip/info icons in dataset explorer view do not show anything <https://wso2.org/jira/browse/ML-240> *Documentation*: WSO2 Machine Learner 1.1.0 release documentation can be found at https://docs.wso2.com/display/ML110/WSO2+Machine+Learner+Documentation *How You Can Contribute* *Mailing Lists* Join our mailing list and correspond with the developers directly. Developer List : [email protected] | Mail Archive <http://mail.wso2.org/mailarchive/dev/> *Reporting Issues* We encourage you to report issues, documentation faults and feature requests regarding WSO2 Machine Learner through the public JIRA <https://wso2.org/jira/browse/ML>. You can use the Carbon JIRA <https://wso2.org/jira/browse/CARBON> to report any issues related to the Carbon framework or associated Carbon components. *~~~ WSO2 Machine Learner Team ~~~* -- Pruthuvi Maheshakya Wijewardena Software Engineer WSO2 : http://wso2.com/ Email: [email protected] Mobile: +94711228855
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