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CharlesV-s-friend-Suleiman/RouteGenerate
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# this 1 file is to plot the map and route: plotNetwork.py: A Python script to plot network data # these 3 files below are used in sequence: articificialMapGenrate.py: A Python script to generate artificial-grid map with multiple travel modes trajGenerate.py: 2 methods to generate trajectories on the generated map: with route and without route featureExtrac.py: A Python script to extract features (velocity, acceleration, cosine , etc.) from generated-traj data # this 1 file use the real-world data to train a classifier and predict the travel mode of the generated traj data: generateMethodValidRF.py: To validate the generated method using Random Forest classifier #### 2. Data #### artificial_network.pkl: A m*n grid-map, each grid[x][y] contains the permitted travel mode of the grid artificial_traj.csv: A list of trajectories, each trajectory is a list of points, each point is a tuple of (x, y, t, travel mode) artificial_traj_feature.csv & trainRealData.csv: A list of features extracted from the trajectories used as train data & test data
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A method to generate artificial traj from route network( cant prove its accuacy yet)
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