Repository Index

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

• chinese-bert
• tensorflow
• pytorch
• bert

Build Graph Nets in Tensorflow

• graph-networks
• graphs
• deep-learning
• neural-networks

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

• tensorflow-recommenders
• tensorflow
• recommender
• recommender-system

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

• tensorflow
• gnn
• deep-learning
• machine-learning

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

• tensorflow
• lstm
• rnn
• stacked-layers

Learning cell communication from spatial graphs of cells

• tensorflow
• gnn
• glm
• cvae

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization