The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

💿 Free software that works great, and also happens to be open-source Python.

stable diffusion webui colab

This repository contains the source code for the paper First Order Motion Model for Image Animation

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

An open-source, low-code machine learning library in Python

Automatic extraction of relevant features from time series:

Sample code for Channel 9 Python for Beginners course

Recipes for using Python's pandas library

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

The fastest way to create an HTML app

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

Productivity Tools for Plotly + Pandas

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.

Algorithms for outlier, adversarial and drift detection

Python libraries for Google Colaboratory

An interactive data visualization tool which brings matplotlib graphics to the browser using D3.

Python Productivity for ZYNQ

[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

Source code for my collection of articles on using pandas.