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ai-challenger2018-weather-forecast

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

calculatemarkovtransfermatrix

Using user's similiarity and cluster sequence information to form transfer matrix model for markov next place prediction.

cbow_introduce

A brief introduce of Word2vec and CBOW, might contain some codes.

cesiumdemo

Quickly set a Cesium demo using a text file

coorodn2v

Coordinate Originate-Destination node2vec model.

ctle

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

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.

drivers-430.40-ubuntu-18.04

elaine-tensorflow

Tensorflow implementation of ELAINE, test on DiDi public data.

gcn-encoder-line-decoder

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

gsndemo

An HTML page used to demonstrate seat allocate system

gsndemo_jsp

GsnDemo, used a little servlet technology.

heatroad-for-amap-api

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

insis-talks

Slides of talks inside the INSIS, BJTU.

kdd_data_process

KDD 2018 data plotter (Mainly for private use)

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.

learningnotes

Some personal learning notes.

linux-0.11-master

Linux 0.11 source code, with optimized Makefile for Ubuntu16.04.

ll1_grammar_analysis

LL(1) grammar analyzer with analysis sheet construct function.

lstm_predict

Predict use's next cluster ID using LSTM network

lstm_prediction_cesium_demo

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

markov-multi-prediction

拥有多候选的马尔可夫轨迹预测

mec-pytorch

Implementation of Maximum Entropy Coding (MEC) in PyTorch.

mmtec

Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding

personal-index

The implementation of my personal index.

priority-grammar-analyzer

Grammar analyzer using priority grammar.

promptgenuius-manager

GUI for managing PromptGenius Database

python-grammar-analysis

A simple python grammar analyzer

pytorch-docker

For automated Docker image builds.