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Ruimin Chu's Projects

activity_segmentation icon activity_segmentation

Embedding-based real-time change point detection with application to activity segmentation in smart home time series data

awesome-algorithm icon awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

dain icon dain

Deep Adaptive Input Normalization for Time Series Forecasting

deepconvlstm icon deepconvlstm

Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers

hoof-based-medetection icon hoof-based-medetection

A python program to detect micro expression(ME) in video with HOOF descriptors and SVM classifier

nab icon nab

The Numenta Anomaly Benchmark

seq2seq-signal-prediction icon seq2seq-signal-prediction

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

telemanom icon telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

time-series-autoencoder icon time-series-autoencoder

:chart_with_upwards_trend: PyTorch dual-attention LSTM-autoencoder for multivariate Time Series :chart_with_upwards_trend:

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