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Zilu Liang Wintersweet
1 min read
Important Topics in Physiological Signal Processing
PCA vs. ICA "In layman terms PCA helps to compress data and ICA helps to separate data." -- Prof. Luis Argerich Principal component...
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Zilu Liang Wintersweet
2 min read
Deal with Sequence of Data in Python
List Simply Python built-in data structure that can be used as a container to hold a dynamically changing sequence of different data...
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Zilu Liang Wintersweet
1 min read
Datasets, Checklist, Questionnaires, Code
Datasets/format Motion & HR data from Apple watch with PSG ground truth (Python code for training machine learning models with this...
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Zilu Liang Wintersweet
1 min read
Important Topics in Machine Learning
Start with the basics A few useful things to know about machine learning Parameters and hyperparameters (Andrew Ng's video) Grid search...
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