[GitHub] ignite pull request #5612: IGNITE-10371: [ML] Add multiple metrics calculati...

2018-12-07 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5612 IGNITE-10371: [ML] Add multiple metrics calculation fo Binary Classification Evaluation process You can merge this pull request into a Git repository by running: $ git pull https

[GitHub] ignite pull request #5589: IGNITE-10382: Move datasets from example to ml mo...

2018-12-06 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5589 IGNITE-10382: Move datasets from example to ml module You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-10382

[GitHub] ignite pull request #5559: IGNITE-10380: Drop Multi-label Classification for...

2018-12-03 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5559 IGNITE-10380: Drop Multi-label Classification for LogReg and SVM You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #5551: IGNITE-10405: Refactor GaussianNaiveBayesTrainerE...

2018-12-01 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5551 IGNITE-10405: Refactor GaussianNaiveBayesTrainerExample to read data sample from file You can merge this pull request into a Git repository by running: $ git pull https://github.com

[GitHub] ignite pull request #5512: IGNITE-8542: [ML] Add OneVsRest Trainer to handle...

2018-11-27 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5512 IGNITE-8542: [ML] Add OneVsRest Trainer to handle cases with multiple class labels in dataset You can merge this pull request into a Git repository by running: $ git pull https

[GitHub] ignite pull request #5481: IGNITE-9145: Added EncodingSortingStrategy

2018-11-22 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5481 IGNITE-9145: Added EncodingSortingStrategy You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9145 Alternatively

[GitHub] ignite pull request #5028: IGNITE-9910: Move the static copy-pasted datasets...

2018-10-18 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/5028 IGNITE-9910: Move the static copy-pasted datasets from examples to special Util class You can merge this pull request into a Git repository by running: $ git pull https://github.com

[GitHub] ignite pull request #4867: IGNITE-9713: Improve JavaDocs for String Preproce...

2018-09-28 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4867 IGNITE-9713: Improve JavaDocs for String Preprocessing You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9713

[GitHub] ignite pull request #4865: IGNITE-9717: Fixed setters in LogReg and SVM

2018-09-28 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4865 IGNITE-9717: Fixed setters in LogReg and SVM You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9717

[GitHub] ignite pull request #4848: IGNITE-9718: Fix typo in Random Forest JavaDoc

2018-09-27 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4848 IGNITE-9718: Fix typo in Random Forest JavaDoc You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9718

[GitHub] ignite pull request #4788: IGNITE-9514: Refactor tests and common test time

2018-09-18 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4788 IGNITE-9514: Refactor tests and common test time You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9514

[GitHub] ignite pull request #4749: IGNITE-9022: Changed class label output in SVM

2018-09-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4749 IGNITE-9022: Changed class label output in SVM You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9022

[GitHub] ignite pull request #4715: IGNITE-9158

2018-09-10 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4715 IGNITE-9158 Added Pipeline You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9158 Alternatively you can review

[GitHub] ignite pull request #4699: IGNITE-9482: added correct setters and getters fo...

2018-09-06 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4699 IGNITE-9482: added correct setters and getters for all main trainers You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #4646: IGNITE-9421: fixed model output

2018-08-29 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4646 IGNITE-9421: fixed model output You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-9421 Alternatively you can

[GitHub] ignite pull request #4628: IGNITE-9393: Fixed bug in reduce function in data...

2018-08-27 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4628 IGNITE-9393: Fixed bug in reduce function in dataset.compute You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite

[GitHub] ignite pull request #4585: IGNITE-9336: Remove random test dataset generatio...

2018-08-21 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4585 IGNITE-9336: Remove random test dataset generation 1. Remove ThreadLocalRandom usages in test dataset data generation 2. Refactor Trainer tests 3. Propose a few static datasets generated

[GitHub] ignite pull request #4534: IGNITE-9261: Added ANN algorithm and fixed bug IG...

2018-08-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4534 IGNITE-9261: Added ANN algorithm and fixed bug IGNITE-9239 - Added ANN algorithm - fixed bug in KMeans - renamed LabeledDataset to the LabeledVectorSet - added example - added test

[GitHub] ignite pull request #4469: IGNITE-8680: One Hot Encoder (including String In...

2018-08-01 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4469 IGNITE-8680: One Hot Encoder (including String Indexing) You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8680

[GitHub] ignite pull request #4425: IGNITE-8924: Parameter Grid

2018-07-25 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4425 IGNITE-8924: Parameter Grid You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8924 Alternatively you can review

[GitHub] ignite pull request #4385: IGNITE-9021

2018-07-19 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4385 IGNITE-9021 - Fixed tests - Leave classes used in MLP/DT/another algorithms only - Fixed code-style for many places You can merge this pull request into a Git repository by running

[GitHub] ignite pull request #4297: IGNITE-8669: Added Evaluator and Binary Classific...

2018-07-04 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4297 IGNITE-8669: Added Evaluator and Binary Classification Metrics You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite

[GitHub] ignite pull request #4254: IGNITE-8741: Added Tutorial

2018-06-25 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4254 IGNITE-8741: Added Tutorial You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8741 Alternatively you can review

[GitHub] ignite pull request #4117: IGNITE-8663: Add Normalization Preprocessing supp...

2018-06-04 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4117 IGNITE-8663: Add Normalization Preprocessing support You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8663

[GitHub] ignite pull request #4106: IGNITE-8664

2018-06-01 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4106 IGNITE-8664 You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8664 Alternatively you can review and apply

[GitHub] ignite pull request #4062: IGNITE-8567: Imputer and Binarizer

2018-05-24 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/4062 IGNITE-8567: Imputer and Binarizer You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8567 Alternatively you can

[GitHub] ignite pull request #3958: IGNITE-8450: Cleanup old algebra

2018-05-08 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3958 IGNITE-8450: Cleanup old algebra You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8450 Alternatively you can

[GitHub] ignite pull request #3924: IGNITE-8403: Added Logistic Regression

2018-04-26 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3924 IGNITE-8403: Added Logistic Regression Also fixed a few examples with out-of-date information You can merge this pull request into a Git repository by running: $ git pull https://github.com

[GitHub] ignite pull request #3817: IGNITE-8169: Adopt KMeans and remove FuzzyCMeans

2018-04-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3817 IGNITE-8169: Adopt KMeans and remove FuzzyCMeans You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-8169

[GitHub] ignite pull request #3798: IGNITE-7829

2018-04-11 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3798 IGNITE-7829 You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-7829 Alternatively you can review and apply

[GitHub] ignite pull request #3577: IGNITE-7796: Adopt kNN classification example to ...

2018-04-04 Thread zaleslaw
Github user zaleslaw closed the pull request at: https://github.com/apache/ignite/pull/3577 ---

[GitHub] ignite pull request #3676: IGNITE-8005: Added example

2018-03-21 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3676 IGNITE-8005: Added example Fixed a few points in other SVM files You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite

[GitHub] ignite pull request #3629: IGNITE-7875: MultiSVM - added Model, Trainer and ...

2018-03-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3629 IGNITE-7875: MultiSVM - added Model, Trainer and Tests You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-7887

[GitHub] ignite pull request #3627: IGNITE-7932: Add example for Linear SVM with Iris...

2018-03-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3627 IGNITE-7932: Add example for Linear SVM with Iris Dataset You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-7932

[GitHub] ignite pull request #3607: IGNITE-7876

2018-03-06 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3607 IGNITE-7876 * Removed Multiclass-classification related code * Fixed tests * Adopted Model and Trainer You can merge this pull request into a Git repository by running: $ git pull

[GitHub] ignite pull request #3583: IGNITE-7830: Adopt kNN regression model to the ne...

2018-02-28 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3583 IGNITE-7830: Adopt kNN regression model to the new Partitioned Dataset Added model and tests You can merge this pull request into a Git repository by running: $ git pull https://github.com

[GitHub] ignite pull request #3577: IGNITE-7796: Adopt kNN classification example to ...

2018-02-27 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3577 IGNITE-7796: Adopt kNN classification example to the new datasets You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #3565: IGNITE-7702: Adopt kNN classifcation to the new d...

2018-02-22 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3565 IGNITE-7702: Adopt kNN classifcation to the new datasets You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-7702

[GitHub] ignite pull request #3522: IGNITE-7452: Make Linear SVM example for multi - ...

2018-02-16 Thread zaleslaw
Github user zaleslaw closed the pull request at: https://github.com/apache/ignite/pull/3522 ---

[GitHub] ignite pull request #3522: IGNITE-7452: Make Linear SVM example for multi - ...

2018-02-14 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3522 IGNITE-7452: Make Linear SVM example for multi - classification You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite

[GitHub] ignite pull request #3484: IGNITE-7451: Make Linear SVM for multi-classifica...

2018-02-07 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3484 IGNITE-7451: Make Linear SVM for multi-classification Added model, trainer and tests for them You can merge this pull request into a Git repository by running: $ git pull https://github.com

[GitHub] ignite pull request #3453: IGNITE-7567: Fixed bug with datasest in examples

2018-01-30 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3453 IGNITE-7567: Fixed bug with datasest in examples You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite ignite-7567

[GitHub] ignite pull request #3435: IGNITE-7317: SVM Examples

2018-01-25 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3435 IGNITE-7317: SVM Examples 1. Added titanic dataset 2. Fixed pom.xml with licenses 3. Added example 4. Moved datasets to common package 5. Fixed kNN samples You can merge this pull

[GitHub] ignite pull request #3399: IGNITE-7316: Make Linear SVM for binary classific...

2018-01-18 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3399 IGNITE-7316: Make Linear SVM for binary classification 1. Fixed bugs in LabeledDatasets 2. Added SVM Model 3. Added SVM Trainer based on SDCA algorithm 4. Added tests for distributed

[GitHub] ignite pull request #3303: IGNITE-7205: Dataset API

2017-12-27 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3303 IGNITE-7205: Dataset API 1. Changed Labeled Dataset 2. Added Dataset and DatasetRow classes 3. Moved a few methods to Normalizer and LabeledDatasetLoader 4. Changed examples

[GitHub] ignite pull request #3218: IGNITE-7079: Add examples for kNN classification ...

2017-12-13 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3218 IGNITE-7079: Add examples for kNN classification and for kNN regression 1. Added two examples 2. Improved LabeledDataset 3. Added tests for these improvements. 4. Added helper class

[GitHub] ignite pull request #3117: IGNITE-6880: KNN Regression and Classification

2017-11-30 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3117 IGNITE-6880: KNN Regression and Classification Also added Labeled Dataset and loading from txt file You can merge this pull request into a Git repository by running: $ git pull https

[GitHub] ignite pull request #3063: IGNITE-6949: Add support of distributed matrices ...

2017-11-17 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3063 IGNITE-6949: Add support of distributed matrices for OLS regression You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #3030: IGNITE-5846: Add support of distributed matrices ...

2017-11-14 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/3030 IGNITE-5846: Add support of distributed matrices for OLS regression You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #2989: IGNITE-5846: Add support of distributed matrices ...

2017-11-14 Thread zaleslaw
Github user zaleslaw closed the pull request at: https://github.com/apache/ignite/pull/2989 ---

[GitHub] ignite pull request #2989: IGNITE-5846: Add support of distributed matrices ...

2017-11-07 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/2989 IGNITE-5846: Add support of distributed matrices for OLS regression. You can merge this pull request into a Git repository by running: $ git pull https://github.com/gridgain/apache-ignite

[GitHub] ignite pull request #2965: IGNITE-6805: Tests are red for another MAX_BLOCK_...

2017-11-01 Thread zaleslaw
GitHub user zaleslaw opened a pull request: https://github.com/apache/ignite/pull/2965 IGNITE-6805: Tests are red for another MAX_BLOCK_SIZE value (4 or 8 instead 32) Added two test cases and fix in BlockMatrixStorage You can merge this pull request into a Git repository