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Yixuan Zhou's Projects

quantized_neural_nets icon quantized_neural_nets

Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zhou, and Rayan Saab (2022).

reacttutorial icon reacttutorial

All the code when learning React through the tutorial and guide

reommender-engine icon reommender-engine

Learn and build a recommend engine based on data from GroupLens Research Project at the University of Minnesota and tutorial of https://www.analyticsvidhya.com/blog/2018/06/comprehensive-guide-recommendation-engine-python/

sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

sparsezoo icon sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system-design-resources icon system-design-resources

Contains system design materials to prepare for system design interviews 🚩👨‍💻👨‍💻👨‍💻

werewolfsimulator_matlab icon werewolfsimulator_matlab

Simulate the game werewolf of millar's hollow, using matlab, the independent research project of the affiliated high school of PKU by Yixuan Zhou(Me)

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