Machine Learning - Fundamentals Graph Neural Networks Basic Graph Theory Node Embedding Neighbor Aggregation and GCNs Graph Neural Networks: Laboratory Data Handling and GCN Learning of Graph with PyTorch Geometric Language/Time Series Recurrent Neural Networks Laboratory RNN from scratch 영어를 프랑스어로 번역 (단어 레벨 seq2seq 모델 - Tensorflow2) 한국어를 영어로 번역 (단어 레벨 seq2seq 모델 - Tensorflow2) Attention & Transformer Seq2Seq & Attention & Pointer Network Transformer Laboratory Attention from scratch Positional Embedding Transformer-based KOR-ENG Translation Generation Autoencoder Laboratory AE - Fashion MNIST Stacked Denoising AE - Denosing Dirty Documents VAE – Fashion MNIST VAE – Face Images (CelebA)
Machine Learning - Fundamentals Graph Neural Networks Basic Graph Theory Node Embedding Neighbor Aggregation and GCNs Graph Neural Networks: Laboratory Data Handling and GCN Learning of Graph with PyTorch Geometric
Language/Time Series Recurrent Neural Networks Laboratory RNN from scratch 영어를 프랑스어로 번역 (단어 레벨 seq2seq 모델 - Tensorflow2) 한국어를 영어로 번역 (단어 레벨 seq2seq 모델 - Tensorflow2) Attention & Transformer Seq2Seq & Attention & Pointer Network Transformer Laboratory Attention from scratch Positional Embedding Transformer-based KOR-ENG Translation
Generation Autoencoder Laboratory AE - Fashion MNIST Stacked Denoising AE - Denosing Dirty Documents VAE – Fashion MNIST VAE – Face Images (CelebA)