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1. Bamboo-Joint-Approach Bamboo-Joint-Approach Public

   This approach is a new heuristic mining method produced by myself, supervised by Dr. Artem Polyvyanyy for a whole year. This approach is described in more detail in the Research_essay.pdf.

   Python

2. Three-Step-Resource-Inference-Framework Three-Step-Resource-Inference-Framework Public

   Three-Step-Resource-Inference-Framework addresses the problems of assigning resource attributes to event logs that lack resource information.

   Jupyter Notebook 1

3. Computer-Vision_Depth-stereo-Algorithm Computer-Vision_Depth-stereo-Algorithm Public

   This algorithm can be used in the automatic driving system. The input of this algorithm is two images caught by two cameras horizontally, then the output is the distance of all the objects in the p…

   Jupyter Notebook

4. Data-Analysis-and-Visualization-for-Students-Number-in-Melbourne-Real-Data- Data-Analysis-and-Visualization-for-Students-Number-in-Melbourne-Real-Data- Public

   In this project, we help the Melbourne government to determine if they need to build more schools in some regions, we get the real data from the public website, and use statistical method and data …

   Python

5. Machine-Learning_Multi-armed-bandits Machine-Learning_Multi-armed-bandits Public

   Multi-armed bandits is an machine learning method, which can be used in recommend systems. In this work, we find four different kinds of multi-armed bandits in four essays, then we try to code and …

   Jupyter Notebook 1

6. Computer-Vision_8-Point-Algorithm_And_Report Computer-Vision_8-Point-Algorithm_And_Report Public

   8-point-algorithm can be used to calculate the camera coefficients and the camera movement if we have a group of pictures for some objects. It is somewhat like a machine learning problem. (Using RA…

   Jupyter Notebook