Logan-Lin/LSTM_predict

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Created about 7 years ago

Logan-Lin/LSTM_predict

Logan-Lin

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Predict use's next cluster ID using LSTM network

ST-LSTM_PyTorch

ST-LSTM network implemented using PyTorch.

CTLE

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction

markov-multi-prediction

拥有多候选的马尔可夫轨迹预测

TALE

Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories.

GCN-Encoder-LINE-Decoder

Two layer GCN for unsupervised graph node embedding learning, with LINE-like optimizer.

DeepMove-pytorch

A pytorch implementation of Deepmove: Predicting human mobility with attentional recurrent networks.

DOT

Implementation and sample data of the Diffusion-based Origin-destination Travel Time Estimation (DOT) model.

ELAINE-tensorflow

Tensorflow implementation of ELAINE, test on DiDi public data.

Jupyter Notebook

PromptGenuius-Manager

GUI for managing PromptGenius Database

save_load_model_demo

Show how to save and load keras model

SLRAnalyzer

基于Python的SLR(1)赋值语句文法分析器与四元式生成

SortMarkdown

Sort markdown files that I use to take notes.

LSTM_Prediction_Cesium_Demo

An PHP demo that can be applied to Apache server for one of my research program

UniTE

Source code for the UniTE pipeline.

HeatRoad-for-AMap-API

Draw multiple polyline on AMap with higher efficiency, by using canvas and AMap's custom layer.

KDD_Data_process_NG

Next generation of KDD data process project, build entirely on file IO rather than database, which greatly enhanced performance compared to old version.

ai-challenger2018-weather-forecast

Python code for challenger.ai 2018 weather forecasting competition, including data pre-processing and XGBoost model.

Jupyter Notebook