Valerio Maggio's starred repositories
stable-diffusion
A latent text-to-image diffusion model
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
time-series-forecasting-with-python
A use-case focused tutorial for time series forecasting with python
jupyter-black
Black formatter for Jupyter Notebook
blackcellmagic
IPython magic command to format python code in cell using black.
StarWars-social-network
The Star Wars social network
scikit-learn_bench
scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.
accessibility
A repository for ongoing work around making Jupyter's software accessible and inclusive
ml-for-science-reproducibility-tutorial
Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.
MicroPyScript
MicroPyScript: A test harness for multiple runtimes in PyScript
membership_inference_attack
Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.
DeckPhotographer
A small script I made that takes any standard Decklist of magic the gathering cards and pulls all card images from scryfall at once!
onnx-pyodide
The `onnx` Python library (not `onnxruntime`, to be clear) running in the browser using Pyodide.
stable-diffusion-cpu
Run stable diffusion on CPU using conda
pydata22-joblib
Parallelization of code in Python for beginners - PyData Global 2022 Tech Talk
advent-of-code
Advent of Code 2022