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lc985-akf's Projects

gan-rnn_timeseries-imputation icon gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

lstm_chem icon lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

rnn-notebooks icon rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

springboot-guide icon springboot-guide

Not only Spring Boot but also important knowledge of Spring(不只是SpringBoot还有Spring重要知识点)

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

vessel-s-anomaly-behaviour-detection icon vessel-s-anomaly-behaviour-detection

Vessel traffic data, or Automatic Identification System (AIS) data, are collected by the U.S. Coast Guard through an onboard navigation safety device that transmits and monitors the location and characteristics of large vessels in U.S. and international waters in real time. The data can also be used for a variety of coastal planning purposes.

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