Hongnan Gao's repositories
cs231n.github.io
Public facing notes page
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
discolight
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Forward-Ensembling
A wrapper for forward ensembling technique
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.
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
d2l-pytorch-colab
Automatically Generated Notebooks for Colab
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.
omniverse
🌌 Omniverse: A cosmic collection of machine learning, deep learning, data science, math, and software engineering explorations. Dive into the universe of knowledge! 🚀
PeekingDuck
A modular framework built to simplify Computer Vision inference workloads.