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This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA

Jupyter Notebook 139 31 Updated Oct 6, 2020

Attention-based CNN-BiLSTM for SOH prediction of lithium-ion batteries

Jupyter Notebook 86 11 Updated Jul 12, 2023

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

Python 1,297 344 Updated Mar 20, 2023

Implementation of a map matching algorithm called st-match

Python 34 8 Updated Sep 3, 2018

基于时间和空间特性的全局地图匹配算法,基础路网可根据 bbox 下载并处理得到

Python 37 8 Updated Apr 15, 2024

Map Matching

Python 10 80 Updated Aug 31, 2015

a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm

Python 169 51 Updated Aug 19, 2020

An arcpy based HMM map matching tool

Python 132 53 Updated Dec 21, 2018

随机森林,Random Forest(RF)

Python 381 138 Updated Mar 8, 2020