PDC4S:\IT\DATA SCIENCE AND MACHINE LEARNING\[Guvi.in] Deep Learning Course\DL#103 - Sigmoid Neuron |
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 PDFs | | 12/22/2021 10:20 PM |
 01_LoadData.ts | 48,141 KB | 12/12/2021 3:34 AM |
| 01_PlottingSigmoid2d.ts | 32,257 KB | 12/12/2021 3:34 AM |
| 0223_01_SigmoidNeuron_Recap.ts | 9,298 KB | 12/12/2021 3:34 AM |
| 0223_02_SigmoidNeuron_LimitationsOfPerceptron.ts | 36,328 KB | 12/12/2021 3:34 AM |
| 0223_03_SigmoidNeuron_Model_Part1.ts | 37,656 KB | 12/12/2021 3:34 AM |
| 0223_04_SigmoidNeuron_Model_Part2.ts | 17,234 KB | 12/12/2021 3:34 AM |
| 0223_05_SigmoidNeuron_Model_Part3.ts | 37,559 KB | 12/12/2021 3:34 AM |
| 0223_06_SigmoidNeuron_Model_Part4.ts | 13,330 KB | 12/12/2021 3:34 AM |
| 0223_07_SigmoidNeuron_DataTask.ts | 17,575 KB | 12/12/2021 3:34 AM |
| 0223_08_SigmoidNeuron_LossFunction.ts | 16,111 KB | 12/12/2021 3:34 AM |
| 0223_09_SigmoidNeuron_Evaluation.ts | 14,137 KB | 12/12/2021 3:34 AM |
| 0223_10_SigmoidNeuron_LearningAlgorithm_Intro.ts | 21,481 KB | 12/12/2021 3:34 AM |
| 0223_11_SigmoidNeuron_LearningAlgorithm_GuessWork.ts | 26,934 KB | 12/12/2021 3:34 AM |
| 0223_12_SigmoidNeuron_LearningAlgorithm_ErrorSurface.ts | 25,741 KB | 12/12/2021 3:34 AM |
| 0223_13_SigmoidNeuron_LearningAlgorithm_Setup.ts | 20,019 KB | 12/12/2021 3:34 AM |
| 0223_14_SigmoidNeuron_LearningAlgorithm_QuickRecipe.ts | 19,922 KB | 12/12/2021 3:34 AM |
| 0223_15_SigmoidNeuron_LearningAlgorithm_TaylorSeries.ts | 20,353 KB | 12/12/2021 3:34 AM |
| 0223_16_SigmoidNeuron_LearningAlgorithm_TaylorSeries_MoreIntuition.ts | 31,866 KB | 12/12/2021 3:34 AM |
| 0223_17_SigmoidNeuron_LearningAlgorithm_GDUpdateRule.ts | 17,962 KB | 12/12/2021 3:34 AM |
| 0223_18_SigmoidNeuron_LearningAlgorithm_GDCompleteRecipe.ts | 20,911 KB | 12/12/2021 3:34 AM |
| 0223_19_SigmoidNeuron_LearningAlgorithm_ComputePartialDerivatives.ts | 42,154 KB | 12/12/2021 3:34 AM |
| 0223_20_SigmoidNeuron_LearningAlgorithm_GDCode.ts | 22,361 KB | 12/12/2021 3:34 AM |
| 0223_21_SigmoidNeuron_LearningAlgorithm_MoreThan2Parameters.ts | 28,503 KB | 12/12/2021 3:34 AM |
| 0223_22_SigmoidNeuron_Summary.ts | 21,597 KB | 12/12/2021 3:34 AM |
| 02_PlottingSigmoid3d.ts | 76,188 KB | 12/12/2021 3:34 AM |
| 02_Standardisation.ts | 33,814 KB | 12/12/2021 3:34 AM |
| 0302_01_ProbabilityTheory_Intro.ts | 10,625 KB | 12/12/2021 3:34 AM |
| 0302_02_ProbabilityTheory_RandomVariableIntuition.ts | 23,860 KB | 12/12/2021 3:34 AM |
| 0302_03_ProbabilityTheory_RVFormalDefinitionAndWhyDoWeCare.ts | 21,643 KB | 12/12/2021 3:34 AM |
| 0302_04_ProbabilityTheory_ContinuousAndDiscreteRVs.ts | 5,984 KB | 12/12/2021 3:34 AM |
| 0302_05_ProbabilityTheory_Distribution.ts | 4,956 KB | 12/12/2021 3:34 AM |
| 0302_06_ProbabilityTheory_TrueAndPredictedDistribution.ts | 20,998 KB | 12/12/2021 3:34 AM |
| 0302_07_ProbabilityTheory_CertainEvents.ts | 15,802 KB | 12/12/2021 3:34 AM |
| 0302_08_ProbabilityTheory_WhyDoWeCareAboutDistributions.ts | 26,139 KB | 12/12/2021 3:34 AM |
| 0302_09_ProbabilityTheory_Expectation.ts | 13,205 KB | 12/12/2021 3:34 AM |
| 0302_10_ProbabilityTheory_InformationContent.ts | 28,551 KB | 12/12/2021 3:34 AM |
| 0302_11_ProbabilityTheory_Entropy.ts | 11,473 KB | 12/12/2021 3:34 AM |
| 0302_12_ProbabilityTheory_RelationToNumberOfBits.ts | 25,812 KB | 12/12/2021 3:34 AM |
| 0302_13_ProbabilityTheory_KLDivergnece.ts | 19,565 KB | 12/12/2021 3:34 AM |
| 0302_14_ProbabilityTheory_SigmoidNeuronAndCrossEntropy.ts | 16,594 KB | 12/12/2021 3:34 AM |
| 0302_15_ProbabilityTheory_SigmoidNeuronAndCrossEntropyContd.ts | 26,890 KB | 12/12/2021 3:34 AM |
| 0302_16_ProbabilityTheory_LearningAlgoWithCrossEntropy.ts | 10,079 KB | 12/12/2021 3:34 AM |
| 0302_17_LearningAlgo_ComputingPartialDerivatives.ts | 14,872 KB | 12/12/2021 3:34 AM |
| 0302_18_CodeWithCrossEntropyLoss.ts | 5,866 KB | 12/12/2021 3:34 AM |
| 03_PlottingLoss.ts | 65,746 KB | 12/12/2021 3:34 AM |
| 03_TestTrainSplit.ts | 34,051 KB | 12/12/2021 3:34 AM |
| 04_ContourPlot.ts | 28,060 KB | 12/12/2021 3:34 AM |
| 04_TestTrainSplit2.ts | 38,494 KB | 12/12/2021 3:34 AM |
| 05_Class.ts | 29,221 KB | 12/12/2021 3:34 AM |
| 05_FittingData.ts | 33,306 KB | 12/12/2021 3:34 AM |
| 06_LossPlot.ts | 31,850 KB | 12/12/2021 3:34 AM |
| 06_ToyDataFit.ts | 19,014 KB | 12/12/2021 3:34 AM |
| 07_ProgressBar.ts | 24,734 KB | 12/12/2021 3:34 AM |
| 07_ToyDataPlot.ts | 51,936 KB | 12/12/2021 3:34 AM |
| 08_Exercises.ts | 33,328 KB | 12/12/2021 3:34 AM |
| 08_ToyDataPlot2.ts | 48,651 KB | 12/12/2021 3:34 AM |
| 58_Contest_text_non_text_classificationn.ts | 5,791 KB | 12/12/2021 3:34 AM |
