Seonbeom Kim's repositories
TensoFlow-Basic-deep-learning
Linear Regression, Logistic Regression, Fully Connected Neural Network, Recurrent Neural Network, Convolution Neural Network
TensorFlow-lstm-char-cnn
Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn
TensorFlow-Transformer
Attention Is All You Need
Python-Byte_Pair_Encoding
Byte Pair Encoding (BPE)
TensorFlow-Matching_Networks_for_One_Shot_Learning
Matching Networks for One Shot Learning
TensorFlow-TextCNN
TextCNN (Convolutional Neural Networks for Sentence Classification - Yoon Kim)
TensorFlow-InfoGAN
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
TensorFlow-pix2pix
Image-to-Image Translation with Conditional Adversarial Networks
Numpy_RecurrentNeuralNetwork-LSTM-
Numpy_RecurrentNeuralNetwork
TensorFlow-Conditional-GAN
Conditional GAN
TensorFlow-GloVe
GloVe: Global Vectors for Word Representation
TensorFlow-Word2vec
Skip-gram, Cbow
Numpy_ConvolutionalNeuralNetwork
Numpy_ConvolutionalNeuralNetwork
Numpy_FullyConnectedNeuralNetwork
Fully Connected Neural Network, Numpy, Computational graph
TensorFlow-Image-Style-Transfer
Image Style Transfer Using Convolutional Neural Networks
TensorFlow-MemN2N
End-To-End Memory Networks
TensorFlow-vanilla-GAN
Generative Adversarial Network
framework-determinism
Providing determinism in deep learning frameworks
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
sqlalchemy
The Database Toolkit for Python
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.