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title: Cyrus Fung - Main Page
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# Cyrus Fung
- [Resume](https://hackmd.io/@hpcfung/HJ3poMf5q)
- Github: https://github.com/hpcfung

## Projects
- [PHYS 437A - Research Project](https://hackmd.io/@hpcfung/phys437_research_project)
- Final year research project at the [QITI lab](https://qiti.iqc.uwaterloo.ca/members/hin-pok-cyrus-fung/) on "Classical Optimization Techniques for a Trapped Ion Quantum Simulator" with a publication style report
- [PHYS 449 - Machine Learning in Physics (Final Project)](https://hackmd.io/@hpcfung/phys449_final_project)
- Reproduced key results in the paper “Deep learning insights into cosmological structure formation”, by Lucie-Smith et al. [arXiv:2011.10577v2](https://arxiv.org/abs/2011.10577)
- [Autoencoder Clustering](https://hackmd.io/@hpcfung/autoencoder_clustering_default_behavior)
- Using an autoencoder to cluster MNIST digits in latent space, thus achieving classification in unsupervised learning

### Work in progress
- [Bookmark Editing](https://hackmd.io/@hpcfung/bookmark_editing)/[Bookmark Computer Vision](https://hackmd.io/@hpcfung/bookmark_computer_vision)
- [SQL Server](https://hackmd.io/@hpcfung/sql_server)
- [Language Parsing](https://hackmd.io/@hpcfung/language_parsing)
- [Understanding what different layers of a neural network does](https://github.com/hpcfung/CodingProjects/tree/main/Reservoir)

- Using ML to predict the outcome of random quantum measurements
- Does adding a "memory module" to an autoencoder lower its loss?
- Scraping a website for pictures