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avishek-astra
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Deep_Learning_Experiments
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FFN
FFN
3_qwerties.ipynb
3_qwerties.ipynb
ANN_regrression.ipynb
ANN_regrression.ipynb
Activations_functions.ipynb
Activations_functions.ipynb
Ann_numparameter.ipynb
Ann_numparameter.ipynb
Autoenc_MNISTlatentcode.ipynb
Autoenc_MNISTlatentcode.ipynb
Autoenc_codeChallenge_Nunits.ipynb
Autoenc_codeChallenge_Nunits.ipynb
Autoenc_denoisingMNIST.ipynb
Autoenc_denoisingMNIST.ipynb
Autoenc_occlusion.ipynb
Autoenc_occlusion.ipynb
CNN_CNN4MNIST.ipynb
CNN_CNN4MNIST.ipynb
CNN_CodeChallengeAEocclusion.ipynb
CNN_CodeChallengeAEocclusion.ipynb
CNN_EMNIST.ipynb
CNN_EMNIST.ipynb
CNN_GaussAE.ipynb
CNN_GaussAE.ipynb
CNN_GaussClass.ipynb
CNN_GaussClass.ipynb
CNN_codeChallengeBeatThis.ipynb
CNN_codeChallengeBeatThis.ipynb
CNN_codeChallengeLinearUnits.ipynb
CNN_codeChallengeLinearUnits.ipynb
CNN_codeChallengeNumChans.ipynb
CNN_codeChallengeNumChans.ipynb
CNN_codeChallengeSoftcoding.ipynb
CNN_codeChallengeSoftcoding.ipynb
CNN_findGauss.ipynb
CNN_findGauss.ipynb
CNN_shiftedMNIST.ipynb
CNN_shiftedMNIST.ipynb
CODE_CHALLENGEGradientDescent1D.ipynb
CODE_CHALLENGEGradientDescent1D.ipynb
Classifying_qwerties.ipynb
Classifying_qwerties.ipynb
CodeChallengeStyle_transfer_Alexnet.ipynb
CodeChallengeStyle_transfer_Alexnet.ipynb
CodechallangeGradientDescent_2D.ipynb
CodechallangeGradientDescent_2D.ipynb
CodechallengeWeights_std.ipynb
CodechallengeWeights_std.ipynb
Codechallenge_XavierKaiming.ipynb
Codechallenge_XavierKaiming.ipynb
Concoltuion_conv2transpose.ipynb
Concoltuion_conv2transpose.ipynb
Convolution_codeChallenge.ipynb
Convolution_codeChallenge.ipynb
Convolution_conv2.ipynb
Convolution_conv2.ipynb
Convolution_convInCode.ipynb
Convolution_convInCode.ipynb
Convolution_customDataset.ipynb
Convolution_customDataset.ipynb
Convolution_transform.ipynb
Convolution_transform.ipynb
Data_codechallengeUnbalanced.ipynb
Data_codechallengeUnbalanced.ipynb
Data_dataVsDepth.ipynb
Data_dataVsDepth.ipynb
Data_noiseAugmentation.ipynb
Data_noiseAugmentation.ipynb
Data_oversampling.ipynb
Data_oversampling.ipynb
Data_saveLoadModals.ipynb
Data_saveLoadModals.ipynb
Data_saveTheBest.ipynb
Data_saveTheBest.ipynb
Dropoutregularization.ipynb
Dropoutregularization.ipynb
FFN_aboutMNIST.ipynb
FFN_aboutMNIST.ipynb
FFN_binMNIST.ipynb
FFN_binMNIST.ipynb
FFN_codechallengeOptimizer.ipynb
FFN_codechallengeOptimizer.ipynb
FFN_codechallengedeepvsbreadth.ipynb
FFN_codechallengedeepvsbreadth.ipynb
FFN_nonMNIST.ipynb
FFN_nonMNIST.ipynb
FFN_normalization.ipynb
FFN_normalization.ipynb
FFN_scrambledMNIST.ipynb
FFN_scrambledMNIST.ipynb
FFN_shiftedMNIST.ipynb
FFN_shiftedMNIST.ipynb
FFN_weightsHistogram.ipynb
FFN_weightsHistogram.ipynb
GPU_CodeChallenge2GPU.ipynb
GPU_CodeChallenge2GPU.ipynb
GPU_implement.ipynb
GPU_implement.ipynb
GradientDescent1D.ipynb
GradientDescent1D.ipynb
GradientDescent_2D.ipynb
GradientDescent_2D.ipynb
IRIS_dataset_multioutputANN.ipynb
IRIS_dataset_multioutputANN.ipynb
Linearsolutiontolinearproblems.ipynb
Linearsolutiontolinearproblems.ipynb
MeasurePerformance_codechallenge_unequal.ipynb
MeasurePerformance_codechallenge_unequal.ipynb
MeasurePerformance_example2.ipynb
MeasurePerformance_example2.ipynb
Meta_activationcomparisons.ipynb
Meta_activationcomparisons.ipynb
Meta_lossfunc.ipynb
Meta_lossfunc.ipynb
MultilayerANN.ipynb
MultilayerANN.ipynb
MultilayerANNCLASSTYPE.ipynb
MultilayerANNCLASSTYPE.ipynb
MultilayerANNbatchnorm.ipynb
MultilayerANNbatchnorm.ipynb
NormalizedRegular_minibatch.ipynb
NormalizedRegular_minibatch.ipynb
ParametricexperimentsGradientDescent1D.ipynb
ParametricexperimentsGradientDescent1D.ipynb
Regular_minibatch.ipynb
Regular_minibatch.ipynb
Regularization_dropout.ipynb
Regularization_dropout.ipynb
Regularization_dropoutIRIS.ipynb
Regularization_dropoutIRIS.ipynb
SeqvsClass.ipynb
SeqvsClass.ipynb
Style_transfer_ScreamingBathtub.ipynb
Style_transfer_ScreamingBathtub.ipynb
TestBATCHT2.ipynb
TestBATCHT2.ipynb
TransferLearning_codechallenge_letters2numbers_pynb.ipynb
TransferLearning_codechallenge_letters2numbers_pynb.ipynb
Transferlearning_codechallengeVGG16.ipynb
Transferlearning_codechallengeVGG16.ipynb
Transferlearning_pretrainCIFAR.ipynb
Transferlearning_pretrainCIFAR.ipynb
Transferlearning_pretrainFMINST.ipynb
Transferlearning_pretrainFMINST.ipynb
Transferlearning_resnet.ipynb
Transferlearning_resnet.ipynb
Weights_codechallenge_identicalRandom.ipynb
Weights_codechallenge_identicalRandom.ipynb
Weights_demoints.ipynb
Weights_demoints.ipynb
Weights_freezeWeights.ipynb
Weights_freezeWeights.ipynb
Weights_matrixsizes.ipynb
Weights_matrixsizes.ipynb
Weights_weightschanges.ipynb
Weights_weightschanges.ipynb
Weights_xavierKaiming.ipynb
Weights_xavierKaiming.ipynb
_L1regu.ipynb
_L1regu.ipynb
changing_hiddend_units.ipynb
changing_hiddend_units.ipynb
codechallenge_minibatch.ipynb
codechallenge_minibatch.ipynb
convoltion_meanMaxPool.ipynb
convoltion_meanMaxPool.ipynb
data_datasetLoader.ipynb
data_datasetLoader.ipynb
data_featureAugmentation.ipynb
data_featureAugmentation.ipynb
datasplit,train,test,dev.ipynb
datasplit,train,test,dev.ipynb
depthvs_breadth_on_iris_data_set.ipynb
depthvs_breadth_on_iris_data_set.ipynb
fixedanddynamiclearningrate.ipynb
fixedanddynamiclearningrate.ipynb
learning_comparison.ipynb
learning_comparison.ipynb
main
main
measurePerfomance_APRF.ipynb
measurePerfomance_APRF.ipynb
measurePerformance_APRFexample1.ipynb
measurePerformance_APRFexample1.ipynb
meta_adamL2.ipynb
meta_adamL2.ipynb
meta_batchNorm.ipynb
meta_batchNorm.ipynb
meta_codechallengesugar_in_wine.ipynb
meta_codechallengesugar_in_wine.ipynb
meta_codechallengewine1St.ipynb
meta_codechallengewine1St.ipynb
meta_learningrateDecay.ipynb
meta_learningrateDecay.ipynb
meta_momentum.ipynb
meta_momentum.ipynb
meta_multioutput.ipynb
meta_multioutput.ipynb
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