Stars
VILA is a family of state-of-the-art vision language models (VLMs) for diverse multimodal AI tasks across the edge, data center, and cloud.
Stable Diffusion with Core ML on Apple Silicon
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…
A Python package for probabilistic state space modeling with JAX
Interactive textbook on state-space models
Python code for "Probabilistic Machine learning" book by Kevin Murphy
Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23…
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
Work-in-progress successor to Dataview with a focus on UX and speed.
A collection of video resources for machine learning
A collection of LaTeX templates used for research, courses, and miscellanea.
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
An AI-powered open-source medical image analysis toolbox
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Lightweight experiment tracking for Machine Learning