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
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$ git pull https
GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/5589
IGNITE-10382: Move datasets from example to ml module
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$ git pull https://github.com/gridgain/apache-ignite ignite-10382
GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/5559
IGNITE-10380: Drop Multi-label Classification for LogReg and SVM
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$ git pull https://github.com/gridgain/apache-ignite
GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/5551
IGNITE-10405: Refactor GaussianNaiveBayesTrainerExample to read data sample
from file
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$ git pull https://github.com
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
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$ git pull https
GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/5481
IGNITE-9145: Added EncodingSortingStrategy
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$ git pull https://github.com/gridgain/apache-ignite ignite-9145
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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
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$ git pull https://github.com
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 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 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 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 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 user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/4715
IGNITE-9158
Added Pipeline
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$ git pull https://github.com/gridgain/apache-ignite ignite-9158
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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
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$ git pull https://github.com/gridgain/apache-ignite
GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/4646
IGNITE-9421: fixed model output
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$ git pull https://github.com/gridgain/apache-ignite ignite-9421
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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 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 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 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 user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/4425
IGNITE-8924: Parameter Grid
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$ git pull https://github.com/gridgain/apache-ignite ignite-8924
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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
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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 user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/4254
IGNITE-8741: Added Tutorial
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$ git pull https://github.com/gridgain/apache-ignite ignite-8741
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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 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 user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/4062
IGNITE-8567: Imputer and Binarizer
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$ git pull https://github.com/gridgain/apache-ignite ignite-8567
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GitHub user zaleslaw opened a pull request:
https://github.com/apache/ignite/pull/3958
IGNITE-8450: Cleanup old algebra
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$ git pull https://github.com/gridgain/apache-ignite ignite-8450
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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
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$ git pull https://github.com
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 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 user zaleslaw closed the pull request at:
https://github.com/apache/ignite/pull/3577
---
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 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 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 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
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$ git pull
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 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 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 user zaleslaw closed the pull request at:
https://github.com/apache/ignite/pull/3522
---
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 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 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 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 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 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 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 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 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 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 user zaleslaw closed the pull request at:
https://github.com/apache/ignite/pull/2989
---
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 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
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