Dataframe driven API for predictors #111

gyrdym · 2019-10-06T11:52:17Z

No description provided.

…functions and link functions added

…essor implementation

…ome tests

…rame-driven-predictor-constructor-api

lib/src/classifier/decision_tree_classifier.dart

lib/src/classifier/logistic_regressor.dart

lib/src/classifier/softmax_regressor.dart

lib/src/cost_function/squared.dart

lib/src/linear_optimizer/convergence_detector/convergence_detector_impl.dart

...timizer/gradient_optimizer/learning_rate_generator/learning_rate_generator_factory_impl.dart

lib/src/linear_optimizer/initial_coefficients_generator/initial_coefficients_type.dart

lib/src/linear_optimizer/linear_optimizer.dart

lib/src/linear_optimizer/optimizer_to_regularization_mapping.dart

lib/src/model_selection/cross_validator/cross_validator.dart

lib/src/regressor/linear_regressor.dart

pubspec.lock

test/classifier/softmax_regressor_test.dart

gyrdym added 30 commits September 24, 2019 00:10

logistic regressor api changed, xrange 0.0.8 supported

ae83b7a

documentation for the new parameters for Logistic Regressor added

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softmax regressor api changed

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linear regressor constructor api changed to dataframe based

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default parameters added for predictor constructors

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knn regressor constructor api changed

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featuresTargetSplit returning typed changed, tests for it added

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KNN regressor tests fixed

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common assesable mixin added and supported

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cross validation unit tests fixed

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logistic regressor and knn regressor unit tests fixed

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WIP: classifiers constructor api changed

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WIP: logistic regression integration tests fixed, factories for cost …

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…functions and link functions added

logistic regressor unit tests fixed

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linear classifier interface extended

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link function passed from logistic regressor factory to logistic regr…

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…essor implementation

linear optimizer moved to top level of the project directory

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decision tree solver moved to top level of the project directory

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softmax regressor unit tests fixed

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logistic regressor unit tests reorganized

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logistic regressor unit tests: fitIntercept=true case added

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softmax regressor unit tests reorganized

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linear regressor factory reorganized

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linear regressor uni tests added

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unit tests for gradient descent optimizer fixed

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travis dart sdk version changed to 2.3.0

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travis dart sdk version changed to 2.5.0

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pubspec.yaml: sdk version updated, unit tests: tearDownAll added to s…

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…ome tests

tearDown behavior changed for gradient descent optimizer unit tests

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linear optimizer directory reorganized

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gyrdym added 3 commits October 6, 2019 13:37

redundant infromation removed from README

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README info corrected

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LinearOptimizerType enum changed, LearningRateType enum changed

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gyrdym self-assigned this Oct 6, 2019

gyrdym added 2 commits October 6, 2019 14:56

Merge branch 'master' of https://github.com/gyrdym/dart_ml into dataf…

e2476bb

…rame-driven-predictor-constructor-api

changelog record added, version updated

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