Deep LearningDeep LearningDeep Learning Papers Reading RoadmapDeep Learning Papers Reading...ResourcesResourcesPapers with codePapers with codePapers with code - state of the art (SOTA)Papers with code - state of...Fundamentals of Neural NetworkFundamentals of...Neural NetworksNeural NetworksFeedforward neural networkFeedforward neural networkAutoencoderAutoencoderConvolutional Neural Network(CNN)Convolutional Neural Network...Generative Adversarial Network (GAN)Generative Adversarial Netwo...ArchitecturesArchitectures Important LibrariesImportant LibrariesToolsToolsPyTorchPyTorchkeep exploring and stay up-to-datekeep exploring and s...Recurrent Neural Network(RNN)Recurrent Neural Network...LSTMLSTMGRUGRUTensorflowTensorflowLoss FunctionsLoss FunctionsActivation FunctionsActivation FunctionsWeight InitializationWeight InitializationVanishing / ExplodingGradient ProblemVanishing / Exploding...PoolingPoolingTransformerTransformerEncoderEncoderDecoderDecoderAttentionAttentionSiamese NetworkSiamese NetworkResidual ConnectionsResidual ConnectionsOptimizersOptimizersTrainingTrainingLearning Rate ScheduleLearning Rate ScheduleBatch NormalizationBatch NormalizationBatch Size EffectsBatch Size EffectsRegularizationRegularizationMultitask LearningMultitask LearningTransfer LearningTransfer LearningCurriculum LearningCurriculum LearningSGDSGDMomentumMomentumAdamAdamAdaGradAdaGradAdaDeltaAdaDeltaNadamNadamRMSPropRMSPropEarly StoppingEarly StoppingDropoutDropoutParameter PenaltiesParameter PenaltiesData AugmentationData AugmentationAdversarial TrainingAdversarial TrainingTensorboardTensorboardMLFlowMLFlowDistillationDistillationModel optimization(advanced)Model optimiza...Neural ArchitectureSearch (NAS)Neural Architecture...QuantizationQuantizationAwesome Deep LearningAwesome Deep LearningHuggingface TransformersHuggingface TransformersEvolving Architectures / NEATEvolving Architectures / NEATBERTBERTGPT ModelsGPT ModelsMP Neuron & PerceptronMP Neuron & PerceptronNumpy & PandasNumpy & PandasStatisticsStatisticsProbability theoryProbability theoryInformation TheoryInformation TheoryText is not SVG - cannot display