PinnedKaan BıçakcıinTowards Data ScienceUncertainty in Deep Learning — Brief IntroductionWhen humans don’t know the answer for a specific question, they will say “I don’t know”. But is that applied for also the Deep Learning?Feb 1, 2022Feb 1, 2022
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Kaan BıçakcıinTowards Data ScienceBayesian Inference and TransformersCan Transformers help doing Bayesian Inference? A simple review of Transformers Can Do Bayesian InferenceAug 22, 2022Aug 22, 2022
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Kaan BıçakcıinTowards Data ScienceUncertainty in Deep Learning: Experiments with Bayesian CNNHow does KL-Weight affect the model? Writing a Bayesian CNN for chest X-Ray images.Apr 12, 2022Apr 12, 2022
Kaan BıçakcıinTowards Data ScienceUncertainty In Deep Learning-Bayesian CNN | TensorFlow ProbabilityThis is the fourth part of the series Uncertainty In Deep Learning. This post covers how to create a basic bayesian cnn model.Mar 15, 2022Mar 15, 2022
Kaan BıçakcıinMachine Learning TurkiyeTransformer Encoder Yapısı | Self-AttentionTransformer modelinin Encoder yapısını anlattığım yazımda, Positional Embedding, MultiheadAttention & Self-Attention kavramlarına…Jan 12, 20223Jan 12, 20223
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Kaan BıçakcıinMachine Learning TurkiyeDenseNet, Custom Training Loop | RAdam & Lookahead— Part 2DenseNet, RAdam ve Lookahead yapıları TensorFlow-Keras ile nasıl kullanılır?Oct 22, 2021Oct 22, 2021
