Amy Xiao's starred repositories
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
argo-workflows
Workflow Engine for Kubernetes
sqlalchemy
The Database Toolkit for Python
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
system-design-algorithms
Advanced data structure and algorithm for system design๏ผ็ณป็ป่ฎพ่ฎก้่ฆไบ่งฃ็็ฎๆณ
youtube_video_code
The code for all the YouTube videos I publish on YouTube.
course22p2
course.fast.ai 2022 part 2
Gumroad-Landing-Page-Generator
This project is a Python script that scrapes data from a Gumroad site, generates a colorful and well-designed HTML page using OpenAI's GPT-4 model, and deploys the generated page to Vercel.
notebook-as-pdf
Save Jupyter Notebooks as PDF
intro-to-ml-with-kubeflow-examples
[WIP] Examples for the Intro to ML with Kubeflow book
stanford-cs231n-assignments-2020
This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).
python_feedback_app
Python Flask feedback app with database and email
sklearn_pydata2015
Scikit-Learn Tutorial for PyData Seattle 2015
py-iMessage
python library to send iMessages
cat-message
Finds cat images/videos/gifs on reddit, sends them via applescript
building-ml-and-dl-models-on-gcp
Source code for 'Building Machine Learning and Deep Learning Models on Google Cloud Platform'
kfp-event-handler
Kubeflow Pipelines Event Handler
miniature-adventure
A data driven photometric supernova classifier