qsprpred.extra package
Subpackages
- qsprpred.extra.data package
- qsprpred.extra.gpu package
- qsprpred.extra.models package
- Submodules
- qsprpred.extra.models.pcm module
PCMModelPCMModel.checkData()PCMModel.classPathPCMModel.cleanFiles()PCMModel.convertToNumpy()PCMModel.createPredictionDatasetFromMols()PCMModel.fit()PCMModel.fitDataset()PCMModel.fromFile()PCMModel.fromJSON()PCMModel.getParameters()PCMModel.handleInvalidsInPredictions()PCMModel.initFromDataset()PCMModel.initRandomState()PCMModel.isMultiTaskPCMModel.loadEstimator()PCMModel.loadEstimatorFromFile()PCMModel.loadParamsGrid()PCMModel.metaFilePCMModel.optimalEpochsPCMModel.outDirPCMModel.outPrefixPCMModel.predict()PCMModel.predictDataset()PCMModel.predictMols()PCMModel.predictProba()PCMModel.save()PCMModel.saveEstimator()PCMModel.setParams()PCMModel.supportsEarlyStoppingPCMModel.taskPCMModel.toFile()PCMModel.toJSON()
SklearnPCMModelSklearnPCMModel.checkData()SklearnPCMModel.classPathSklearnPCMModel.cleanFiles()SklearnPCMModel.convertToNumpy()SklearnPCMModel.createPredictionDatasetFromMols()SklearnPCMModel.fit()SklearnPCMModel.fitDataset()SklearnPCMModel.fromFile()SklearnPCMModel.fromJSON()SklearnPCMModel.getParameters()SklearnPCMModel.handleInvalidsInPredictions()SklearnPCMModel.initFromDataset()SklearnPCMModel.initRandomState()SklearnPCMModel.isMultiTaskSklearnPCMModel.loadEstimator()SklearnPCMModel.loadEstimatorFromFile()SklearnPCMModel.loadParamsGrid()SklearnPCMModel.metaFileSklearnPCMModel.optimalEpochsSklearnPCMModel.outDirSklearnPCMModel.outPrefixSklearnPCMModel.predict()SklearnPCMModel.predictDataset()SklearnPCMModel.predictMols()SklearnPCMModel.predictProba()SklearnPCMModel.save()SklearnPCMModel.saveEstimator()SklearnPCMModel.setParams()SklearnPCMModel.supportsEarlyStoppingSklearnPCMModel.taskSklearnPCMModel.toFile()SklearnPCMModel.toJSON()
- qsprpred.extra.models.random module
MedianDistributionAlgorithmRandomDistributionAlgorithmRandomModelRandomModel.checkData()RandomModel.classPathRandomModel.cleanFiles()RandomModel.convertToNumpy()RandomModel.createPredictionDatasetFromMols()RandomModel.fit()RandomModel.fitDataset()RandomModel.fromFile()RandomModel.fromJSON()RandomModel.getParameters()RandomModel.handleInvalidsInPredictions()RandomModel.initFromDataset()RandomModel.initRandomState()RandomModel.isMultiTaskRandomModel.loadEstimator()RandomModel.loadEstimatorFromFile()RandomModel.loadParamsGrid()RandomModel.metaFileRandomModel.optimalEpochsRandomModel.outDirRandomModel.outPrefixRandomModel.predict()RandomModel.predictDataset()RandomModel.predictMols()RandomModel.predictProba()RandomModel.save()RandomModel.saveEstimator()RandomModel.setParams()RandomModel.supportsEarlyStoppingRandomModel.taskRandomModel.toFile()RandomModel.toJSON()
RatioDistributionAlgorithmScipyDistributionAlgorithm
- qsprpred.extra.models.tests module
ModelDataSetsMixInExtrasModelDataSetsMixInExtras.clearGenerated()ModelDataSetsMixInExtras.createLargeMultitaskDataSet()ModelDataSetsMixInExtras.createLargeTestDataSet()ModelDataSetsMixInExtras.createPCMDataSet()ModelDataSetsMixInExtras.createSmallTestDataSet()ModelDataSetsMixInExtras.createTestDataSetFromFrame()ModelDataSetsMixInExtras.getAllDescriptors()ModelDataSetsMixInExtras.getAllProteinDescriptors()ModelDataSetsMixInExtras.getBigDF()ModelDataSetsMixInExtras.getDataPrepGrid()ModelDataSetsMixInExtras.getDefaultCalculatorCombo()ModelDataSetsMixInExtras.getDefaultPrep()ModelDataSetsMixInExtras.getMSAProvider()ModelDataSetsMixInExtras.getPCMDF()ModelDataSetsMixInExtras.getPCMSeqProvider()ModelDataSetsMixInExtras.getPCMTargetsDF()ModelDataSetsMixInExtras.getPrepCombos()ModelDataSetsMixInExtras.getSmallDF()ModelDataSetsMixInExtras.setUpPaths()ModelDataSetsMixInExtras.tearDown()ModelDataSetsMixInExtras.validate_split()
RandomBaseModelTestCaseRandomBaseModelTestCase.addClassCleanup()RandomBaseModelTestCase.addCleanup()RandomBaseModelTestCase.addTypeEqualityFunc()RandomBaseModelTestCase.assertAlmostEqual()RandomBaseModelTestCase.assertCountEqual()RandomBaseModelTestCase.assertDictEqual()RandomBaseModelTestCase.assertEqual()RandomBaseModelTestCase.assertFalse()RandomBaseModelTestCase.assertGreater()RandomBaseModelTestCase.assertGreaterEqual()RandomBaseModelTestCase.assertIn()RandomBaseModelTestCase.assertIs()RandomBaseModelTestCase.assertIsInstance()RandomBaseModelTestCase.assertIsNone()RandomBaseModelTestCase.assertIsNot()RandomBaseModelTestCase.assertIsNotNone()RandomBaseModelTestCase.assertLess()RandomBaseModelTestCase.assertLessEqual()RandomBaseModelTestCase.assertListEqual()RandomBaseModelTestCase.assertLogs()RandomBaseModelTestCase.assertMultiLineEqual()RandomBaseModelTestCase.assertNoLogs()RandomBaseModelTestCase.assertNotAlmostEqual()RandomBaseModelTestCase.assertNotEqual()RandomBaseModelTestCase.assertNotIn()RandomBaseModelTestCase.assertNotIsInstance()RandomBaseModelTestCase.assertNotRegex()RandomBaseModelTestCase.assertRaises()RandomBaseModelTestCase.assertRaisesRegex()RandomBaseModelTestCase.assertRegex()RandomBaseModelTestCase.assertSequenceEqual()RandomBaseModelTestCase.assertSetEqual()RandomBaseModelTestCase.assertTrue()RandomBaseModelTestCase.assertTupleEqual()RandomBaseModelTestCase.assertWarns()RandomBaseModelTestCase.assertWarnsRegex()RandomBaseModelTestCase.checkOptimization()RandomBaseModelTestCase.clearGenerated()RandomBaseModelTestCase.countTestCases()RandomBaseModelTestCase.createLargeMultitaskDataSet()RandomBaseModelTestCase.createLargeTestDataSet()RandomBaseModelTestCase.createPCMDataSet()RandomBaseModelTestCase.createSmallTestDataSet()RandomBaseModelTestCase.createTestDataSetFromFrame()RandomBaseModelTestCase.debug()RandomBaseModelTestCase.defaultTestResult()RandomBaseModelTestCase.doClassCleanups()RandomBaseModelTestCase.doCleanups()RandomBaseModelTestCase.enterClassContext()RandomBaseModelTestCase.enterContext()RandomBaseModelTestCase.fail()RandomBaseModelTestCase.failureExceptionRandomBaseModelTestCase.fitTest()RandomBaseModelTestCase.getAllDescriptors()RandomBaseModelTestCase.getAllProteinDescriptors()RandomBaseModelTestCase.getBigDF()RandomBaseModelTestCase.getDataPrepGrid()RandomBaseModelTestCase.getDefaultCalculatorCombo()RandomBaseModelTestCase.getDefaultPrep()RandomBaseModelTestCase.getMSAProvider()RandomBaseModelTestCase.getModel()RandomBaseModelTestCase.getPCMDF()RandomBaseModelTestCase.getPCMSeqProvider()RandomBaseModelTestCase.getPCMTargetsDF()RandomBaseModelTestCase.getParamGrid()RandomBaseModelTestCase.getPrepCombos()RandomBaseModelTestCase.getSmallDF()RandomBaseModelTestCase.gridFileRandomBaseModelTestCase.id()RandomBaseModelTestCase.longMessageRandomBaseModelTestCase.maxDiffRandomBaseModelTestCase.predictorTest()RandomBaseModelTestCase.run()RandomBaseModelTestCase.setUp()RandomBaseModelTestCase.setUpClass()RandomBaseModelTestCase.setUpPaths()RandomBaseModelTestCase.shortDescription()RandomBaseModelTestCase.skipTest()RandomBaseModelTestCase.subTest()RandomBaseModelTestCase.tearDown()RandomBaseModelTestCase.tearDownClass()RandomBaseModelTestCase.validate_split()
TestPCMTestPCM.addClassCleanup()TestPCM.addCleanup()TestPCM.addTypeEqualityFunc()TestPCM.assertAlmostEqual()TestPCM.assertCountEqual()TestPCM.assertDictEqual()TestPCM.assertEqual()TestPCM.assertFalse()TestPCM.assertGreater()TestPCM.assertGreaterEqual()TestPCM.assertIn()TestPCM.assertIs()TestPCM.assertIsInstance()TestPCM.assertIsNone()TestPCM.assertIsNot()TestPCM.assertIsNotNone()TestPCM.assertLess()TestPCM.assertLessEqual()TestPCM.assertListEqual()TestPCM.assertLogs()TestPCM.assertMultiLineEqual()TestPCM.assertNoLogs()TestPCM.assertNotAlmostEqual()TestPCM.assertNotEqual()TestPCM.assertNotIn()TestPCM.assertNotIsInstance()TestPCM.assertNotRegex()TestPCM.assertRaises()TestPCM.assertRaisesRegex()TestPCM.assertRegex()TestPCM.assertSequenceEqual()TestPCM.assertSetEqual()TestPCM.assertTrue()TestPCM.assertTupleEqual()TestPCM.assertWarns()TestPCM.assertWarnsRegex()TestPCM.checkOptimization()TestPCM.clearGenerated()TestPCM.countTestCases()TestPCM.createLargeMultitaskDataSet()TestPCM.createLargeTestDataSet()TestPCM.createPCMDataSet()TestPCM.createSmallTestDataSet()TestPCM.createTestDataSetFromFrame()TestPCM.debug()TestPCM.defaultTestResult()TestPCM.doClassCleanups()TestPCM.doCleanups()TestPCM.enterClassContext()TestPCM.enterContext()TestPCM.fail()TestPCM.failureExceptionTestPCM.fitTest()TestPCM.getAllDescriptors()TestPCM.getAllProteinDescriptors()TestPCM.getBigDF()TestPCM.getDataPrepGrid()TestPCM.getDefaultCalculatorCombo()TestPCM.getDefaultPrep()TestPCM.getMSAProvider()TestPCM.getModel()TestPCM.getPCMDF()TestPCM.getPCMSeqProvider()TestPCM.getPCMTargetsDF()TestPCM.getParamGrid()TestPCM.getPrepCombos()TestPCM.getSmallDF()TestPCM.gridFileTestPCM.id()TestPCM.longMessageTestPCM.maxDiffTestPCM.predictorTest()TestPCM.run()TestPCM.setUp()TestPCM.setUpClass()TestPCM.setUpPaths()TestPCM.shortDescription()TestPCM.skipTest()TestPCM.subTest()TestPCM.tearDown()TestPCM.tearDownClass()TestPCM.testFittingPCMTestPCM.testFittingPCM_0_XGBR()TestPCM.testFittingPCM_1_XGBR()TestPCM.testFittingPCM_2_XGBR()TestPCM.testFittingPCM_3_PLSR()TestPCM.testFittingPCM_4_XGBC()TestPCM.testFittingPCM_5_XGBC()TestPCM.testFittingPCM_6_XGBC()TestPCM.validate_split()
TestRandomModelClassificationTestRandomModelClassification.addClassCleanup()TestRandomModelClassification.addCleanup()TestRandomModelClassification.addTypeEqualityFunc()TestRandomModelClassification.assertAlmostEqual()TestRandomModelClassification.assertCountEqual()TestRandomModelClassification.assertDictEqual()TestRandomModelClassification.assertEqual()TestRandomModelClassification.assertFalse()TestRandomModelClassification.assertGreater()TestRandomModelClassification.assertGreaterEqual()TestRandomModelClassification.assertIn()TestRandomModelClassification.assertIs()TestRandomModelClassification.assertIsInstance()TestRandomModelClassification.assertIsNone()TestRandomModelClassification.assertIsNot()TestRandomModelClassification.assertIsNotNone()TestRandomModelClassification.assertLess()TestRandomModelClassification.assertLessEqual()TestRandomModelClassification.assertListEqual()TestRandomModelClassification.assertLogs()TestRandomModelClassification.assertMultiLineEqual()TestRandomModelClassification.assertNoLogs()TestRandomModelClassification.assertNotAlmostEqual()TestRandomModelClassification.assertNotEqual()TestRandomModelClassification.assertNotIn()TestRandomModelClassification.assertNotIsInstance()TestRandomModelClassification.assertNotRegex()TestRandomModelClassification.assertRaises()TestRandomModelClassification.assertRaisesRegex()TestRandomModelClassification.assertRegex()TestRandomModelClassification.assertSequenceEqual()TestRandomModelClassification.assertSetEqual()TestRandomModelClassification.assertTrue()TestRandomModelClassification.assertTupleEqual()TestRandomModelClassification.assertWarns()TestRandomModelClassification.assertWarnsRegex()TestRandomModelClassification.checkOptimization()TestRandomModelClassification.clearGenerated()TestRandomModelClassification.countTestCases()TestRandomModelClassification.createLargeMultitaskDataSet()TestRandomModelClassification.createLargeTestDataSet()TestRandomModelClassification.createPCMDataSet()TestRandomModelClassification.createSmallTestDataSet()TestRandomModelClassification.createTestDataSetFromFrame()TestRandomModelClassification.debug()TestRandomModelClassification.defaultTestResult()TestRandomModelClassification.doClassCleanups()TestRandomModelClassification.doCleanups()TestRandomModelClassification.enterClassContext()TestRandomModelClassification.enterContext()TestRandomModelClassification.fail()TestRandomModelClassification.failureExceptionTestRandomModelClassification.fitTest()TestRandomModelClassification.getAllDescriptors()TestRandomModelClassification.getAllProteinDescriptors()TestRandomModelClassification.getBigDF()TestRandomModelClassification.getDataPrepGrid()TestRandomModelClassification.getDefaultCalculatorCombo()TestRandomModelClassification.getDefaultPrep()TestRandomModelClassification.getMSAProvider()TestRandomModelClassification.getModel()TestRandomModelClassification.getPCMDF()TestRandomModelClassification.getPCMSeqProvider()TestRandomModelClassification.getPCMTargetsDF()TestRandomModelClassification.getParamGrid()TestRandomModelClassification.getPrepCombos()TestRandomModelClassification.getSmallDF()TestRandomModelClassification.gridFileTestRandomModelClassification.id()TestRandomModelClassification.longMessageTestRandomModelClassification.maxDiffTestRandomModelClassification.predictorTest()TestRandomModelClassification.run()TestRandomModelClassification.setUp()TestRandomModelClassification.setUpClass()TestRandomModelClassification.setUpPaths()TestRandomModelClassification.shortDescription()TestRandomModelClassification.skipTest()TestRandomModelClassification.subTest()TestRandomModelClassification.tearDown()TestRandomModelClassification.tearDownClass()TestRandomModelClassification.testClassificationBasicFitTestRandomModelClassification.testClassificationBasicFit_0_RandomModel_SINGLECLASS()TestRandomModelClassification.testClassificationBasicFit_1_RandomModel_SINGLECLASS()TestRandomModelClassification.testClassificationBasicFit_2_RandomModel_MULTICLASS()TestRandomModelClassification.testClassificationBasicFit_3_RandomModel_MULTICLASS()TestRandomModelClassification.validate_split()
TestRandomModelClassificationMultiTaskTestRandomModelClassificationMultiTask.addClassCleanup()TestRandomModelClassificationMultiTask.addCleanup()TestRandomModelClassificationMultiTask.addTypeEqualityFunc()TestRandomModelClassificationMultiTask.assertAlmostEqual()TestRandomModelClassificationMultiTask.assertCountEqual()TestRandomModelClassificationMultiTask.assertDictEqual()TestRandomModelClassificationMultiTask.assertEqual()TestRandomModelClassificationMultiTask.assertFalse()TestRandomModelClassificationMultiTask.assertGreater()TestRandomModelClassificationMultiTask.assertGreaterEqual()TestRandomModelClassificationMultiTask.assertIn()TestRandomModelClassificationMultiTask.assertIs()TestRandomModelClassificationMultiTask.assertIsInstance()TestRandomModelClassificationMultiTask.assertIsNone()TestRandomModelClassificationMultiTask.assertIsNot()TestRandomModelClassificationMultiTask.assertIsNotNone()TestRandomModelClassificationMultiTask.assertLess()TestRandomModelClassificationMultiTask.assertLessEqual()TestRandomModelClassificationMultiTask.assertListEqual()TestRandomModelClassificationMultiTask.assertLogs()TestRandomModelClassificationMultiTask.assertMultiLineEqual()TestRandomModelClassificationMultiTask.assertNoLogs()TestRandomModelClassificationMultiTask.assertNotAlmostEqual()TestRandomModelClassificationMultiTask.assertNotEqual()TestRandomModelClassificationMultiTask.assertNotIn()TestRandomModelClassificationMultiTask.assertNotIsInstance()TestRandomModelClassificationMultiTask.assertNotRegex()TestRandomModelClassificationMultiTask.assertRaises()TestRandomModelClassificationMultiTask.assertRaisesRegex()TestRandomModelClassificationMultiTask.assertRegex()TestRandomModelClassificationMultiTask.assertSequenceEqual()TestRandomModelClassificationMultiTask.assertSetEqual()TestRandomModelClassificationMultiTask.assertTrue()TestRandomModelClassificationMultiTask.assertTupleEqual()TestRandomModelClassificationMultiTask.assertWarns()TestRandomModelClassificationMultiTask.assertWarnsRegex()TestRandomModelClassificationMultiTask.checkOptimization()TestRandomModelClassificationMultiTask.clearGenerated()TestRandomModelClassificationMultiTask.countTestCases()TestRandomModelClassificationMultiTask.createLargeMultitaskDataSet()TestRandomModelClassificationMultiTask.createLargeTestDataSet()TestRandomModelClassificationMultiTask.createPCMDataSet()TestRandomModelClassificationMultiTask.createSmallTestDataSet()TestRandomModelClassificationMultiTask.createTestDataSetFromFrame()TestRandomModelClassificationMultiTask.debug()TestRandomModelClassificationMultiTask.defaultTestResult()TestRandomModelClassificationMultiTask.doClassCleanups()TestRandomModelClassificationMultiTask.doCleanups()TestRandomModelClassificationMultiTask.enterClassContext()TestRandomModelClassificationMultiTask.enterContext()TestRandomModelClassificationMultiTask.fail()TestRandomModelClassificationMultiTask.failureExceptionTestRandomModelClassificationMultiTask.fitTest()TestRandomModelClassificationMultiTask.getAllDescriptors()TestRandomModelClassificationMultiTask.getAllProteinDescriptors()TestRandomModelClassificationMultiTask.getBigDF()TestRandomModelClassificationMultiTask.getDataPrepGrid()TestRandomModelClassificationMultiTask.getDefaultCalculatorCombo()TestRandomModelClassificationMultiTask.getDefaultPrep()TestRandomModelClassificationMultiTask.getMSAProvider()TestRandomModelClassificationMultiTask.getModel()TestRandomModelClassificationMultiTask.getPCMDF()TestRandomModelClassificationMultiTask.getPCMSeqProvider()TestRandomModelClassificationMultiTask.getPCMTargetsDF()TestRandomModelClassificationMultiTask.getParamGrid()TestRandomModelClassificationMultiTask.getPrepCombos()TestRandomModelClassificationMultiTask.getSmallDF()TestRandomModelClassificationMultiTask.gridFileTestRandomModelClassificationMultiTask.id()TestRandomModelClassificationMultiTask.longMessageTestRandomModelClassificationMultiTask.maxDiffTestRandomModelClassificationMultiTask.predictorTest()TestRandomModelClassificationMultiTask.run()TestRandomModelClassificationMultiTask.setUp()TestRandomModelClassificationMultiTask.setUpClass()TestRandomModelClassificationMultiTask.setUpPaths()TestRandomModelClassificationMultiTask.shortDescription()TestRandomModelClassificationMultiTask.skipTest()TestRandomModelClassificationMultiTask.subTest()TestRandomModelClassificationMultiTask.tearDown()TestRandomModelClassificationMultiTask.tearDownClass()TestRandomModelClassificationMultiTask.testClassificationMultiTaskFitTestRandomModelClassificationMultiTask.testClassificationMultiTaskFit_0_RandomModel()TestRandomModelClassificationMultiTask.testClassificationMultiTaskFit_1_RandomModel()TestRandomModelClassificationMultiTask.validate_split()
TestRandomModelRegressionTestRandomModelRegression.addClassCleanup()TestRandomModelRegression.addCleanup()TestRandomModelRegression.addTypeEqualityFunc()TestRandomModelRegression.assertAlmostEqual()TestRandomModelRegression.assertCountEqual()TestRandomModelRegression.assertDictEqual()TestRandomModelRegression.assertEqual()TestRandomModelRegression.assertFalse()TestRandomModelRegression.assertGreater()TestRandomModelRegression.assertGreaterEqual()TestRandomModelRegression.assertIn()TestRandomModelRegression.assertIs()TestRandomModelRegression.assertIsInstance()TestRandomModelRegression.assertIsNone()TestRandomModelRegression.assertIsNot()TestRandomModelRegression.assertIsNotNone()TestRandomModelRegression.assertLess()TestRandomModelRegression.assertLessEqual()TestRandomModelRegression.assertListEqual()TestRandomModelRegression.assertLogs()TestRandomModelRegression.assertMultiLineEqual()TestRandomModelRegression.assertNoLogs()TestRandomModelRegression.assertNotAlmostEqual()TestRandomModelRegression.assertNotEqual()TestRandomModelRegression.assertNotIn()TestRandomModelRegression.assertNotIsInstance()TestRandomModelRegression.assertNotRegex()TestRandomModelRegression.assertRaises()TestRandomModelRegression.assertRaisesRegex()TestRandomModelRegression.assertRegex()TestRandomModelRegression.assertSequenceEqual()TestRandomModelRegression.assertSetEqual()TestRandomModelRegression.assertTrue()TestRandomModelRegression.assertTupleEqual()TestRandomModelRegression.assertWarns()TestRandomModelRegression.assertWarnsRegex()TestRandomModelRegression.checkOptimization()TestRandomModelRegression.clearGenerated()TestRandomModelRegression.countTestCases()TestRandomModelRegression.createLargeMultitaskDataSet()TestRandomModelRegression.createLargeTestDataSet()TestRandomModelRegression.createPCMDataSet()TestRandomModelRegression.createSmallTestDataSet()TestRandomModelRegression.createTestDataSetFromFrame()TestRandomModelRegression.debug()TestRandomModelRegression.defaultTestResult()TestRandomModelRegression.doClassCleanups()TestRandomModelRegression.doCleanups()TestRandomModelRegression.enterClassContext()TestRandomModelRegression.enterContext()TestRandomModelRegression.fail()TestRandomModelRegression.failureExceptionTestRandomModelRegression.fitTest()TestRandomModelRegression.getAllDescriptors()TestRandomModelRegression.getAllProteinDescriptors()TestRandomModelRegression.getBigDF()TestRandomModelRegression.getDataPrepGrid()TestRandomModelRegression.getDefaultCalculatorCombo()TestRandomModelRegression.getDefaultPrep()TestRandomModelRegression.getMSAProvider()TestRandomModelRegression.getModel()TestRandomModelRegression.getPCMDF()TestRandomModelRegression.getPCMSeqProvider()TestRandomModelRegression.getPCMTargetsDF()TestRandomModelRegression.getParamGrid()TestRandomModelRegression.getPrepCombos()TestRandomModelRegression.getSmallDF()TestRandomModelRegression.gridFileTestRandomModelRegression.id()TestRandomModelRegression.longMessageTestRandomModelRegression.maxDiffTestRandomModelRegression.predictorTest()TestRandomModelRegression.run()TestRandomModelRegression.setUp()TestRandomModelRegression.setUpClass()TestRandomModelRegression.setUpPaths()TestRandomModelRegression.shortDescription()TestRandomModelRegression.skipTest()TestRandomModelRegression.subTest()TestRandomModelRegression.tearDown()TestRandomModelRegression.tearDownClass()TestRandomModelRegression.testRegressionBasicFitTestRandomModelRegression.testRegressionBasicFit_0_RandomModel()TestRandomModelRegression.testRegressionBasicFit_1_RandomModel()TestRandomModelRegression.testRegressionBasicFit_2_RandomModel()TestRandomModelRegression.testRegressionMultiTaskFitTestRandomModelRegression.testRegressionMultiTaskFit_0_RandomModel()TestRandomModelRegression.testRegressionMultiTaskFit_1_RandomModel()TestRandomModelRegression.testRegressionMultiTaskFit_2_RandomModel()TestRandomModelRegression.validate_split()
- Module contents
- qsprpred.extra.utils package
- Submodules
- qsprpred.extra.utils.parallel module
- qsprpred.extra.utils.tests module
TestDaskGeneratorTestDaskGenerator.addClassCleanup()TestDaskGenerator.addCleanup()TestDaskGenerator.addTypeEqualityFunc()TestDaskGenerator.assertAlmostEqual()TestDaskGenerator.assertCountEqual()TestDaskGenerator.assertDictEqual()TestDaskGenerator.assertEqual()TestDaskGenerator.assertFalse()TestDaskGenerator.assertGreater()TestDaskGenerator.assertGreaterEqual()TestDaskGenerator.assertIn()TestDaskGenerator.assertIs()TestDaskGenerator.assertIsInstance()TestDaskGenerator.assertIsNone()TestDaskGenerator.assertIsNot()TestDaskGenerator.assertIsNotNone()TestDaskGenerator.assertLess()TestDaskGenerator.assertLessEqual()TestDaskGenerator.assertListEqual()TestDaskGenerator.assertLogs()TestDaskGenerator.assertMultiLineEqual()TestDaskGenerator.assertNoLogs()TestDaskGenerator.assertNotAlmostEqual()TestDaskGenerator.assertNotEqual()TestDaskGenerator.assertNotIn()TestDaskGenerator.assertNotIsInstance()TestDaskGenerator.assertNotRegex()TestDaskGenerator.assertRaises()TestDaskGenerator.assertRaisesRegex()TestDaskGenerator.assertRegex()TestDaskGenerator.assertSequenceEqual()TestDaskGenerator.assertSetEqual()TestDaskGenerator.assertTrue()TestDaskGenerator.assertTupleEqual()TestDaskGenerator.assertWarns()TestDaskGenerator.assertWarnsRegex()TestDaskGenerator.countTestCases()TestDaskGenerator.debug()TestDaskGenerator.defaultTestResult()TestDaskGenerator.doClassCleanups()TestDaskGenerator.doCleanups()TestDaskGenerator.enterClassContext()TestDaskGenerator.enterContext()TestDaskGenerator.fail()TestDaskGenerator.failureExceptionTestDaskGenerator.func()TestDaskGenerator.func_batched()TestDaskGenerator.id()TestDaskGenerator.longMessageTestDaskGenerator.maxDiffTestDaskGenerator.run()TestDaskGenerator.setUp()TestDaskGenerator.setUpClass()TestDaskGenerator.shortDescription()TestDaskGenerator.skipTest()TestDaskGenerator.subTest()TestDaskGenerator.tearDown()TestDaskGenerator.tearDownClass()TestDaskGenerator.testBatched()TestDaskGenerator.testSimple()
- Module contents