The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

A practical approach by implementing the natural image segmentation model for coherent structure and object identification in PIV/PTV fluid experiments

Code and example data for the paper: Rule Based Rewards for Language Model Safety

A Particle Image Velocimetry (PIV) code in Python and Matlab

lazyarray is a Python package that provides a lazily-evaluated numerical array class, larray, based on and compatible with NumPy arrays.

Matplot : A C Graphics Library for Data Visualization 📊🗾

Extremely simple yet powerful header-only C plotting library built on the popular matplotlib

Fast and simple fluid simulator in Julia

An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Hybrid ML physics model of the Earth's atmosphere

Power CLI and Workflow manager for LLMs (core package)

Agent driven automation starting with the web. Discord: https://discord.gg/wgNfmFuqJF

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Various Python Simulations

A Comprehensive Toolkit for High-Quality PDF Content Extraction

GPT4All: Chat with Local LLMs on Any Device

LLM101n: Let's build a Storyteller

Display parts of your ipywidgets or solara app in separate browser windows

Source code for pbrt, the renderer described in the third edition of "Physically Based Rendering: From Theory To Implementation", by Matt Pharr, Wenzel Jakob, and Greg Humphreys.

Xarray and unstructured grids

BIA Bob is a Jupyter LLM-based assistant for interacting with image data and for working on Bio-image Analysis tasks.

The modern replacement for Jupyter Notebooks

TrackMate is your buddy for your everyday tracking.

Application of two different DeepONet models in multi-physics additive manufacturing applications.

Python version of OpenPTV library

probabilistic particle tracking velocimetry framework