I enjoy making things. Here are a selection of projects that I have worked on over the years.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures.
PyTorch is a Python package that provides tensor computation (like NumPy) with strong GPU acceleration.
scikit-learn is a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license.
- Developed Multiple models to quantify musical influence; - Applied RNN neural network to analyze the development of “music’s impact on network” in time series; - Received Meritorious Winner Prize.
- Constructed sea level rise model related to human activities to quantitatively predict the global average sea level height and the scale of environmentally displaced persons; - Proposed solutions to relocate EDP through cooperative game theory; - Wrote thesis independently; - Received Finalist Prize.
