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Hongnan Gao's Projects

avatarify icon avatarify

Avatars for Zoom, Skype and other video-conferencing apps.

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

deep-learning-wizard icon deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

discolight icon discolight

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

linear_algebra_with_python icon linear_algebra_with_python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

omniverse icon omniverse

🌌 Omniverse: A cosmic collection of machine learning, deep learning, data science, math, and software engineering explorations. Dive into the universe of knowledge! 🚀

peekingduck icon peekingduck

A modular framework built to simplify Computer Vision inference workloads.

pycm icon pycm

Multi-class confusion matrix library in Python

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