[jira] [Created] (IGNITE-9587) [ML] Umbrella ticket: Handle different labels in training data and handle unknown labels in test or updated training data correctly

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9587: Summary: [ML] Umbrella ticket: Handle different labels in training data and handle unknown labels in test or updated training data correctly Key: IGNITE-9587 URL:

[jira] [Created] (IGNITE-9582) Document Model Updating

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9582: Summary: Document Model Updating Key: IGNITE-9582 URL: https://issues.apache.org/jira/browse/IGNITE-9582 Project: Ignite Issue Type: Task

[jira] [Created] (IGNITE-9581) Document ANN algorithm based on ACD concept

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9581: Summary: Document ANN algorithm based on ACD concept Key: IGNITE-9581 URL: https://issues.apache.org/jira/browse/IGNITE-9581 Project: Ignite Issue

[jira] [Created] (IGNITE-9579) Document Random Forest

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9579: Summary: Document Random Forest Key: IGNITE-9579 URL: https://issues.apache.org/jira/browse/IGNITE-9579 Project: Ignite Issue Type: Task

[jira] [Created] (IGNITE-9578) Document K-fold cross validation of models

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9578: Summary: Document K-fold cross validation of models Key: IGNITE-9578 URL: https://issues.apache.org/jira/browse/IGNITE-9578 Project: Ignite Issue

[jira] [Created] (IGNITE-9577) Document Preprocessing

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9577: Summary: Document Preprocessing Key: IGNITE-9577 URL: https://issues.apache.org/jira/browse/IGNITE-9577 Project: Ignite Issue Type: Task

[jira] [Created] (IGNITE-9576) Document Multi-Class Logistic Regression

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9576: Summary: Document Multi-Class Logistic Regression Key: IGNITE-9576 URL: https://issues.apache.org/jira/browse/IGNITE-9576 Project: Ignite Issue

[jira] [Created] (IGNITE-9575) Document Binary Logistic Regression

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9575: Summary: Document Binary Logistic Regression Key: IGNITE-9575 URL: https://issues.apache.org/jira/browse/IGNITE-9575 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-9574) Document Gradient boosting

2018-09-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9574: Summary: Document Gradient boosting Key: IGNITE-9574 URL: https://issues.apache.org/jira/browse/IGNITE-9574 Project: Ignite Issue Type: Task

[jira] [Updated] (IGNITE-9313) ML TF integration: killed user script or chief processes didn't restart workers

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9313?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9313: - Ignite Flags: (was: Docs Required) > ML TF integration: killed user script or chief

[jira] [Updated] (IGNITE-9338) ML TF integration: tf cluster can't connect after killing first node with default port 10800

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9338?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9338: - Ignite Flags: (was: Docs Required) > ML TF integration: tf cluster can't connect

[jira] [Updated] (IGNITE-9278) ML TF integration: Can't find free ports in range

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9278?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9278: - Ignite Flags: (was: Docs Required) > ML TF integration: Can't find free ports in

[jira] [Updated] (IGNITE-9336) [ML] ANN/SVM Trainer tests produce unpredictable results due to random data generation

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9336?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9336: - Ignite Flags: (was: Docs Required) > [ML] ANN/SVM Trainer tests produce unpredictable

[jira] [Updated] (IGNITE-9482) [ML] Refactor all trainers' settters to withFieldName format for meta-algorithms

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9482?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9482: - Ignite Flags: (was: Docs Required) > [ML] Refactor all trainers' settters to

[jira] [Updated] (IGNITE-9393) [ML] KMeans fails on complex data in cache

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9393?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9393: - Ignite Flags: (was: Docs Required) > [ML] KMeans fails on complex data in cache >

[jira] [Updated] (IGNITE-7149) Gradient boosting for decision tree

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7149?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-7149: - Ignite Flags: Docs Required > Gradient boosting for decision tree >

[jira] [Updated] (IGNITE-8667) Splitting of dataset to test and training sets

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8667?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8667: - Ignite Flags: Docs Required > Splitting of dataset to test and training sets >

[jira] [Updated] (IGNITE-8840) Random Forest

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8840?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8840: - Ignite Flags: Docs Required > Random Forest > - > > Key:

[jira] [Updated] (IGNITE-8668) K-fold cross validation of models

2018-09-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8668?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8668: - Ignite Flags: Docs Required > K-fold cross validation of models >

[jira] [Resolved] (IGNITE-8665) Umbrella: ML model validation for 2.7 release

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8665?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-8665. -- Resolution: Fixed > Umbrella: ML model validation for 2.7 release >

[jira] [Updated] (IGNITE-8924) [ML] Parameter Grid for tuning hyper-parameters in Cross-Validation process

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8924?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8924: - Ignite Flags: Docs Required > [ML] Parameter Grid for tuning hyper-parameters in

[jira] [Updated] (IGNITE-8664) Encoding categorical features with One-of-K Encoder

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8664?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8664: - Ignite Flags: Docs Required > Encoding categorical features with One-of-K Encoder >

[jira] [Updated] (IGNITE-8680) Encoding categorical features with OneHotEncoder

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8680?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8680: - Ignite Flags: Docs Required > Encoding categorical features with OneHotEncoder >

[jira] [Updated] (IGNITE-8511) [ML] Add support for Multi-Class Logistic Regression

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8511?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8511: - Ignite Flags: Docs Required > [ML] Add support for Multi-Class Logistic Regression >

[jira] [Updated] (IGNITE-8403) [ML] Add Binary Logistic Regression based on partitioned datasets and MLP

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8403?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8403: - Ignite Flags: Docs Required > [ML] Add Binary Logistic Regression based on partitioned

[jira] [Updated] (IGNITE-8567) [ML] Add Imputer and Binarizer for data preprocessing

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8567?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8567: - Ignite Flags: Docs Required > [ML] Add Imputer and Binarizer for data preprocessing >

[jira] [Updated] (IGNITE-9513) [ML] Unify all preprocessors trainers' generics

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9513?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9513: - Component/s: ml > [ML] Unify all preprocessors trainers' generics >

[jira] [Created] (IGNITE-9514) [ML] Reduce time for the updating models on many partitions

2018-09-10 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9514: Summary: [ML] Reduce time for the updating models on many partitions Key: IGNITE-9514 URL: https://issues.apache.org/jira/browse/IGNITE-9514 Project: Ignite

[jira] [Created] (IGNITE-9513) [ML] Unify all preprocessors trainers' generics

2018-09-10 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9513: Summary: [ML] Unify all preprocessors trainers' generics Key: IGNITE-9513 URL: https://issues.apache.org/jira/browse/IGNITE-9513 Project: Ignite

[jira] [Updated] (IGNITE-8410) [ML] Unify KNNClassification/KNNRegression Model Trainer .fit() signatures

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8410?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8410: - Fix Version/s: 2.8 > [ML] Unify KNNClassification/KNNRegression Model Trainer .fit()

[jira] [Updated] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9463: - Fix Version/s: 2.8 > [ML] Update ML tutorial with new model composition/update features

[jira] [Updated] (IGNITE-8542) [ML] Add OneVsRest Trainer to handle cases with multiple class labels in dataset

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8542?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8542: - Fix Version/s: 2.8 > [ML] Add OneVsRest Trainer to handle cases with multiple class

[jira] [Updated] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9463: - Affects Version/s: (was: 2.8) > [ML] Update ML tutorial with new model

[jira] [Updated] (IGNITE-8410) [ML] Unify KNNClassification/KNNRegression Model Trainer .fit() signatures

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8410?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8410: - Affects Version/s: (was: 2.6) > [ML] Unify KNNClassification/KNNRegression Model

[jira] [Updated] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9463: - Fix Version/s: (was: 2.7) > [ML] Update ML tutorial with new model

[jira] [Updated] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

2018-09-10 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9463: - Affects Version/s: (was: 2.7) 2.8 > [ML] Update ML tutorial

[jira] [Created] (IGNITE-9497) [ML] Add Pipeline support to Cross-Validation process

2018-09-07 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9497: Summary: [ML] Add Pipeline support to Cross-Validation process Key: IGNITE-9497 URL: https://issues.apache.org/jira/browse/IGNITE-9497 Project: Ignite

[jira] [Created] (IGNITE-9482) [ML] Refactor all trainers' settters to withFieldName format for meta-algorithms

2018-09-06 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9482: Summary: [ML] Refactor all trainers' settters to withFieldName format for meta-algorithms Key: IGNITE-9482 URL: https://issues.apache.org/jira/browse/IGNITE-9482

[jira] [Created] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

2018-09-04 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9463: Summary: [ML] Update ML tutorial with new model composition/update features Key: IGNITE-9463 URL: https://issues.apache.org/jira/browse/IGNITE-9463 Project:

[jira] [Updated] (IGNITE-9145) [ML] Add different strategies to index labels in StringEncoderTrainer

2018-08-29 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9145: - Fix Version/s: (was: 2.7) > [ML] Add different strategies to index labels in

[jira] [Updated] (IGNITE-9421) ML Examples: LogisticRegressionSGDTrainerExample example result not correct

2018-08-29 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9421?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9421: - Affects Version/s: (was: 2.6) > ML Examples: LogisticRegressionSGDTrainerExample

[jira] [Created] (IGNITE-9393) [ML] KMeans fails on complex data in cache

2018-08-27 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9393: Summary: [ML] KMeans fails on complex data in cache Key: IGNITE-9393 URL: https://issues.apache.org/jira/browse/IGNITE-9393 Project: Ignite Issue

[jira] [Created] (IGNITE-9336) [ML] ANN/SVM Trainer tests produce unpredictable results due to random data generation

2018-08-21 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9336: Summary: [ML] ANN/SVM Trainer tests produce unpredictable results due to random data generation Key: IGNITE-9336 URL: https://issues.apache.org/jira/browse/IGNITE-9336

[jira] [Updated] (IGNITE-9283) [ML] Add Discrete Cosine preprocessor

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9283: - Description: Add [https://en.wikipedia.org/wiki/Discrete_cosine_transform] Please look

[jira] [Updated] (IGNITE-9285) [ML] Add MaxAbsScaler as a preprocessing stage

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9285?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9285: - Description: Add analogue of

[jira] [Updated] (IGNITE-9284) [ML] Add a Standard Scaler

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9284?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9284: - Description: Add analogue of 

[jira] [Updated] (IGNITE-9282) [ML] Add Naive Bayes classifier

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9282: - Description: Naive Bayes classifiers are a family of simple probabilistic classifiers

[jira] [Assigned] (IGNITE-9281) [ML] Starter ML tasks

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-9281: Assignee: Aleksey Zinoviev > [ML] Starter ML tasks > - > >

[jira] [Resolved] (IGNITE-9239) [ML] KMeansTrainer crashed if amount of possible clusters more than amount of partitions in dataset

2018-08-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9239?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-9239. -- Resolution: Fixed > [ML] KMeansTrainer crashed if amount of possible clusters more

[jira] [Updated] (IGNITE-9283) [ML] Add Discrete Cosine preprocessor

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9283: - Component/s: ml > [ML] Add Discrete Cosine preprocessor >

[jira] [Updated] (IGNITE-9284) [ML] Add a Standard Scaler

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9284?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-9284: - Component/s: ml > [ML] Add a Standard Scaler > -- > >

[jira] [Created] (IGNITE-9285) [ML] Add MaxAbsScaler as a preprocessing stage

2018-08-15 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9285: Summary: [ML] Add MaxAbsScaler as a preprocessing stage Key: IGNITE-9285 URL: https://issues.apache.org/jira/browse/IGNITE-9285 Project: Ignite

[jira] [Created] (IGNITE-9284) [ML] Add a Standard Scaler

2018-08-15 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9284: Summary: [ML] Add a Standard Scaler Key: IGNITE-9284 URL: https://issues.apache.org/jira/browse/IGNITE-9284 Project: Ignite Issue Type: Sub-task

[jira] [Created] (IGNITE-9283) [ML] Add Discrete Cosine preprocessor

2018-08-15 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9283: Summary: [ML] Add Discrete Cosine preprocessor Key: IGNITE-9283 URL: https://issues.apache.org/jira/browse/IGNITE-9283 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-9282) [ML] Add Naive Bayes classifier

2018-08-15 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9282: Summary: [ML] Add Naive Bayes classifier Key: IGNITE-9282 URL: https://issues.apache.org/jira/browse/IGNITE-9282 Project: Ignite Issue Type:

[jira] [Resolved] (IGNITE-7741) Fix javadoc for QR factorization

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7741?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-7741. -- Resolution: Invalid The QR factorization was removed in 2.6 > Fix javadoc for QR

[jira] [Resolved] (IGNITE-5828) Decompositions refactoring

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5828?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5828. -- Resolution: Invalid The decomposition algorithms were removed in 2.6 >

[jira] [Resolved] (IGNITE-5845) Benchmarks for ML algorithms.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5845?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5845. -- Resolution: Duplicate > Benchmarks for ML algorithms. > -

[jira] [Resolved] (IGNITE-5844) Distributed versions of matrix decompositions

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5844?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5844. -- Resolution: Invalid The matrix decomposition was removed in 2.6 > Distributed

[jira] [Resolved] (IGNITE-6059) Use any distributed matrix in K-Means

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-6059?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-6059. -- Resolution: Invalid This algorithm was totally rewritten > Use any distributed

[jira] [Resolved] (IGNITE-5825) K-Means refactoring

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5825?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5825. -- Resolution: Invalid The KMeans algorithm was totally changed > K-Means refactoring >

[jira] [Resolved] (IGNITE-5824) Adjust precision in math unit tests.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5824?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5824. -- Resolution: Invalid That problem is solved in another tickets > Adjust precision in

[jira] [Resolved] (IGNITE-5801) Externalization for offheap vectors/matrices

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5801?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5801. -- Resolution: Fixed All offheap vectors will be removed in 2.7 > Externalization for

[jira] [Resolved] (IGNITE-5799) Caching for some intermediate calcs

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5799?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5799. -- Resolution: Invalid The distirbuted matrices were removed from the codebase in 2.6 >

[jira] [Resolved] (IGNITE-5723) Improve code quality for existing code.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5723. -- Resolution: Invalid Unclear ticket should be closed > Improve code quality for

[jira] [Resolved] (IGNITE-5724) Remove all autoboxing staff from the component.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5724?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5724. -- Resolution: Invalid No this stuff in codebase > Remove all autoboxing staff from the

[jira] [Assigned] (IGNITE-5645) Locking mechanism for distributed datasets.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5645?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-5645: Assignee: Aleksey Zinoviev > Locking mechanism for distributed datasets. >

[jira] [Resolved] (IGNITE-5646) Use affinity keys for distributed matrice blocks

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5646?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5646. -- Resolution: Invalid The distributed matrices were dropped from the codebase in 2.6 >

[jira] [Updated] (IGNITE-5645) Locking mechanism for distributed datasets.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5645?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-5645: - Summary: Locking mechanism for distributed datasets. (was: Locking mechanism for

[jira] [Resolved] (IGNITE-5220) Partial derivatives calculation.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5220?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5220. -- Resolution: Won't Fix We algorithm was totally changed. This ticket was closed during

[jira] [Resolved] (IGNITE-5219) Generalization of cost function for Linear Regression.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5219?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5219. -- Resolution: Won't Fix The algorithm was totally changed > Generalization of cost

[jira] [Resolved] (IGNITE-5216) Add Stream API support to Ignite ML matrices.

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-5216. -- Resolution: Won't Fix > Add Stream API support to Ignite ML matrices. >

[jira] [Created] (IGNITE-9281) [ML] Starter ML tasks

2018-08-15 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9281: Summary: [ML] Starter ML tasks Key: IGNITE-9281 URL: https://issues.apache.org/jira/browse/IGNITE-9281 Project: Ignite Issue Type: Wish

[jira] [Assigned] (IGNITE-6642) Integration with PMML

2018-08-15 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-6642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-6642: Assignee: Aleksey Zinoviev > Integration with PMML > - > >

[jira] [Created] (IGNITE-9261) [ML] Add ANN algorithm based on ACD concept

2018-08-13 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9261: Summary: [ML] Add ANN algorithm based on ACD concept Key: IGNITE-9261 URL: https://issues.apache.org/jira/browse/IGNITE-9261 Project: Ignite Issue

[jira] [Resolved] (IGNITE-7797) Adopt yardstick tests for the new version of kNN classification algorithm

2018-08-13 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7797?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-7797. -- Resolution: Won't Fix It was decided: no new specific yardstick tests here > Adopt

[jira] [Created] (IGNITE-9239) [ML] KMeansTrainer crashed if amount of possible clusters more than amount of partitions in dataset

2018-08-09 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9239: Summary: [ML] KMeansTrainer crashed if amount of possible clusters more than amount of partitions in dataset Key: IGNITE-9239 URL:

[jira] [Created] (IGNITE-9145) [ML] Add different strategies to index labels in StringEncoderTrainer

2018-07-31 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-9145: Summary: [ML] Add different strategies to index labels in StringEncoderTrainer Key: IGNITE-9145 URL: https://issues.apache.org/jira/browse/IGNITE-9145

[jira] [Resolved] (IGNITE-7827) Adopt kNN regression to the new Partitioned Dataset

2018-07-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7827?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-7827. -- Resolution: Fixed > Adopt kNN regression to the new Partitioned Dataset >

[jira] [Resolved] (IGNITE-7828) Adopt yardstick tests for the new version of kNN regression algorithm

2018-07-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7828?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-7828. -- Resolution: Won't Fix > Adopt yardstick tests for the new version of kNN regression

[jira] [Resolved] (IGNITE-8669) Model estimation

2018-07-16 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8669?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-8669. -- Resolution: Fixed > Model estimation > > > Key:

[jira] [Updated] (IGNITE-8669) Model estimation

2018-07-03 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8669?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8669: - Description: We want to have the common mechanism for model estimation. For estimation

[jira] [Assigned] (IGNITE-8669) Model estimation

2018-06-05 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8669?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8669: Assignee: Aleksey Zinoviev (was: Anton Dmitriev) > Model estimation >

[jira] [Updated] (IGNITE-8664) Encoding categorical features with One-of-K Encoder

2018-05-31 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8664?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8664: - Summary: Encoding categorical features with One-of-K Encoder (was: Encoding

[jira] [Assigned] (IGNITE-8451) [ML] Refactor Labeled Dataset: remove unused methods and fields

2018-05-24 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8451?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8451: Assignee: Yury Babak (was: Aleksey Zinoviev) > [ML] Refactor Labeled Dataset:

[jira] [Created] (IGNITE-8567) [ML] Add Imputer and Binarizer for data preprocessing

2018-05-23 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8567: Summary: [ML] Add Imputer and Binarizer for data preprocessing Key: IGNITE-8567 URL: https://issues.apache.org/jira/browse/IGNITE-8567 Project: Ignite

[jira] [Created] (IGNITE-8542) [ML] Add OneVsRest Trainer to handle cases with multiple class labels in dataset

2018-05-21 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8542: Summary: [ML] Add OneVsRest Trainer to handle cases with multiple class labels in dataset Key: IGNITE-8542 URL: https://issues.apache.org/jira/browse/IGNITE-8542

[jira] [Created] (IGNITE-8511) [ML] Add support for Multi-Class Logistic Regression

2018-05-16 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8511: Summary: [ML] Add support for Multi-Class Logistic Regression Key: IGNITE-8511 URL: https://issues.apache.org/jira/browse/IGNITE-8511 Project: Ignite

[jira] [Updated] (IGNITE-8451) [ML] Refactor Labeled Dataset: remove unused methods and fields

2018-05-08 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8451?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8451: - Description: Remove * loading from file * distributed version (we need local version

[jira] [Updated] (IGNITE-8451) [ML] Refactor Labeled Dataset: remove unused methods and fields

2018-05-08 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8451?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8451: - Description: Remove * loading from file * distributed version (we need local version

[jira] [Created] (IGNITE-8451) [ML] Refactor Labeled Dataset: remove unused methods and fields

2018-05-08 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8451: Summary: [ML] Refactor Labeled Dataset: remove unused methods and fields Key: IGNITE-8451 URL: https://issues.apache.org/jira/browse/IGNITE-8451 Project:

[jira] [Updated] (IGNITE-8450) [ML] Cleanup the ML package: remove unused vector/matrix classes

2018-05-08 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8450?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8450: - Description: Remove * unused algebraic classes * related tests * related matrix

[jira] [Created] (IGNITE-8450) [ML] Cleanup the ML package: remove unused vector/matrix classes

2018-05-08 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8450: Summary: [ML] Cleanup the ML package: remove unused vector/matrix classes Key: IGNITE-8450 URL: https://issues.apache.org/jira/browse/IGNITE-8450 Project:

[jira] [Assigned] (IGNITE-8398) Update documentation for KMeans clustering (release 2.5)

2018-05-03 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8398?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8398: Assignee: Akmal Chaudhri (was: Aleksey Zinoviev) > Update documentation for

[jira] [Assigned] (IGNITE-8397) Update documentation for kNN regression (release 2.5)

2018-05-03 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8397?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8397: Assignee: Akmal Chaudhri (was: Aleksey Zinoviev) > Update documentation for kNN

[jira] [Assigned] (IGNITE-8399) Add documentation for SVM Binary and Multi-class classification (release 2.5)

2018-05-03 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8399?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8399: Assignee: Akmal Chaudhri (was: Aleksey Zinoviev) > Add documentation for SVM

[jira] [Assigned] (IGNITE-8396) Update documentation for kNN classification (release 2.5)

2018-05-03 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8396?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev reassigned IGNITE-8396: Assignee: Akmal Chaudhri (was: Aleksey Zinoviev) > Update documentation for kNN

[jira] [Created] (IGNITE-8410) [ML] Unify KNNClassification/KNNRegression Model Trainer .fit() signatures

2018-04-27 Thread Aleksey Zinoviev (JIRA)
Aleksey Zinoviev created IGNITE-8410: Summary: [ML] Unify KNNClassification/KNNRegression Model Trainer .fit() signatures Key: IGNITE-8410 URL: https://issues.apache.org/jira/browse/IGNITE-8410

[jira] [Updated] (IGNITE-8250) Adopt Fuzzy CMeans to PartitionedDatasets

2018-04-26 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8250?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev updated IGNITE-8250: - Description: Add Model/Trainer, tests, example > Adopt Fuzzy CMeans to

[jira] [Resolved] (IGNITE-8168) [ML] Add KMeans version for Partitioned Datasets

2018-04-26 Thread Aleksey Zinoviev (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8168?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aleksey Zinoviev resolved IGNITE-8168. -- Resolution: Fixed > [ML] Add KMeans version for Partitioned Datasets >

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