Pinned Repositories
-
Notes about courses Dive into Deep Learning by Mu Li
----2020
02456-deep-learning
Exercises and supplementary material for the deep learning course 02456.
2019-ZJU_SummerResearch
The task is to restate a thesis and redo the experiment following the instructions in the paper.
4EK608_4EK416
Materials for the Advanced Econometric 1 - courses 4EK608 and 4EK416
academic-drawing
Providing codes (including Matlab and Python) for visualizing numerical experiment results.
air_pollutants_prediction_lstm
This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA
ARIMA---Moving-Average
Dockless_Mobility
ARIMA-LSTM-hybrid-corrcoef-predict
Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets
spatial-temporal-forecast
xiang526's Repositories
xiang526/2019-ZJU_SummerResearch
The task is to restate a thesis and redo the experiment following the instructions in the paper.
xiang526/ARIMA---Moving-Average
Dockless_Mobility
xiang526/Cellular-Automata-for-traffic-simulation
xiang526/Community-detection
复杂网络中的社区发现算法
xiang526/Crawler_POI
Tools for scrawling Points of Interest from internet(Google map, amap, Baidu etc.)
xiang526/Dasymetric_mapping_using_GRASSGIS
Python script (Jupyter notebook) for modeling of population densities
xiang526/Data-Preprocess-for-FMM
This project mainly address the map match for larger low sampling GPS trajectory dataset based on the method proposed and developed by Yang and Gidofalvi(2018)
xiang526/Detecting-Anomalous-Driving-Behavior
Show Me a Safer Way: Detecting Anomalous Driving Behavior Using Online Traffic Footage
xiang526/DMVST-Net
DMVST-Net for AAAI 2018
xiang526/emphasis
xiang526/Introduction-to-Time-Series-forecasting-Python
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
xiang526/Keras_Deep_Clustering
How to do Unsupervised Clustering with Keras
xiang526/models
Models and examples built with TensorFlow
xiang526/Network-Analysis
An introduction to networks and graphs using Python and NetworkX
xiang526/nyctaxi
Experiments on the unification of NYC hotel and taxicab data.
xiang526/PimaIndiaDiabetes
K-nearest neighbour model for diabetes classification task.
xiang526/Python
All Algorithms implemented in Python
xiang526/ReliefF
Implementations of the Relief family of feature selection algorithms.
xiang526/resautonet
xiang526/Seismicity-and-Induced-Earthquakes
A project inspired by recent and ongoing 'Fracking' debate in the UK. The notebook has four sections. Firstly, it looks at whether RFM modelling and k-means clustering can be used to classify areas according to earthquake risk. Then, spatio-temporal seismic patterns are assessed. Linear regression is used to see if there is a correlation between UIC activity and earthquakes, before sentiment analysis is carried out on Twitter data.
xiang526/seq2seq
Sequence to Sequence Learning with Keras
xiang526/STGCN-PyTorch
🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
xiang526/Storm-Twitter-Analysis
An analysis of a 2015 storm in the UK and Ireland using Twitter data. Developed from material from Gennady and Natalia Andrienko http://geoanalytics.net/and/
xiang526/STRNN
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
xiang526/SZData_process
This is a package for Processing SZ smart card
xiang526/T-CONV
A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction
xiang526/time-series-forecasting
xiang526/Traffic-Net
A dataset of traffic, fire and accident images for training deep learning models.
xiang526/try-grass-in-jupyter-with-bash
Try GRASS GIS in Jupyter Notebook with Bash
xiang526/Wuhan_Taxi_process
This is scripts for processing wuhan taxi dataset