Long Nguyen's Projects
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
My Journey to The World
Long Nguyen's Blog
(Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form
Machine Learning Yearning book by š
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The blog of Machine Learning and Internet of Thing Travelling (MLiot2)
Tools for developers to create truly open IoT products using standard JavaScript on low cost microcontrollers.
a git tutorial for virtual environment
nbdev for generate .py file from notebook file
A sample of nbdev with simple jupyter notebook!
This project for removed noise in PPG from GAN learning model.
Code Developed for my Masters Thesis titled: A real-time independent and inexpensive PPG signal quality classification tool for vital sign monitoring
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
The "Python Machine Learning (3rd edition)" book code repository
PyMC3 educational resources
This is a demo of connecting EC2
This project run an example of graph plot to draw one real and one virtual channel and display on this app.
This folder contains files for my embedded system lectures on Youtube @https://www.youtube.com/@pandarbearVN/channels
Using two bluetooth devices
This review contains some action recognition methods.
Automatically exported from code.google.com/p/spine-project
Sql sample synchronous with our work
Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch
Statistical Rethinking course winter 2022
Use CC22640R2F to test BME280 sensor