Hung Phan's repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
async-fastapi-mongo
Repository housing code for the Testdriven article.
AugLy
A data augmentations library for audio, image, text, and video.
Awesome-Survey-Papers
A curated list of Survey Papers on Deep Learning.
clean-code-python
:bathtub: Clean Code concepts adapted for Python
cmake_examples
Practical, Easy-to-copy CMake examples
cmu-10717-the-art-of-the-paper
Official repository for CMU Machine Learning Department's 10717: "The Art of the Paper".
data-engineering-practice
Data Engineering Practice Problems
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
docker-learning
Document for learning docker
examples-1
Example deep learning projects that use wandb's features.
fastapi-code-generator
This code generator creates FastAPI app from an openapi file.
fastapi-crud-async
FastAPI CRUD
feature-engineering-tutorials
Data Science Feature Engineering and Selection Tutorials
filesremote
An SSH file manager that lets you edit files like they are local
GNNs-Recipe
A recipe to study Graph Neural Networks (GNNs)
how-do-vits-work
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
jacobi
Numerical derivatives for Python
jaxton
100 exercises to learn JAX
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
MLOps-Specialization-Notes-1
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
MLPP
A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.
nebullvm
All-in-one library for easy-to-use DL compilers
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
python-patterns
A collection of design patterns/idioms in Python
Transformers-Recipe
A quick recipe to learn all about Transformers