hieutv85

ARC-Tutorial

Tutorial on Activity Recognition Chain for Wearable Devices

bike-sharing-prediction-with-RNN

We have created a model to predict how many bicycles will be rented in the following days.

change_point_detector

Change point detection by using density ratio estimation

covariate-shift-adaption

An example of using a discriminator to correct for a difference in the distributions between the training and test data.

deep_complex_networks

Implementation related to the Deep Complex Networks

Graph-CNN-in-3D-Point-Cloud-Classification

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

HMMR

Hidden Markov Model Regression (HMMR) for time-series segmentation

kaggle-web-traffic

1st place solution

mixHMMR_m

Clustering and segmentation of heterogeneous functional data (sequential data) with regime changes by mixture of Hidden Markov Model Regressions (MixFHMMR) and the EM algorithm

paper_implementations-1

Implementation of interesting research papers

pc2graph

Python script that converts a 3D point cloud into a NetworkX graph.

RGAN

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

time-series-classification

Short and long time series classification using convolutional neural networks

time_series_basic_segmentation_algorithm

TimeDelayEmbedding