Tieu Kim Hao's Projects
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
Streaming news data from the guardian website and classify the news data into different categories like sports, weather, world news, education etc.
A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, and deploy transformer specific models.
The fast.ai course notebooks
course.fast.ai 2022 part 2
Code samples from the DevOps Directive YouTube channel
Companion repo for complete Docker course
Companion repo for complete Terraform course
Educational materials on deep learning by Weights & Biases
Interract with RDS for PostgreSQL from an EKS cluster
The fastai deep learning library
The fastai book, published as Jupyter Notebooks
πβ¨ Help beginners to contribute to open source projects
Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022
gpt4all: a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
Frontend components, documentation and information hosted on the Hugging Face website.
Code Repository for Machine Learning with PyTorch and Scikit-Learn
An autoregressive character-level language model for making more things
Examples of matplotlib codes and plots
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
https://huyenchip.com/ml-interviews-book/
a sample of how to create a deck of cards lib using nbdev
Neural Networks: Zero to Hero
Notebooks using the Hugging Face libraries π€
demo