Stars
Automated Large-Scale PIC Routing (accepted at ISPD 2025)
Double Descent with Polynomial Regression in MLX
Rank images using TrueSkill by comparing them against each other in the browser. 🖼📊
A computer science textbook
DSPy: The framework for programming—not prompting—language models
Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.
Virtual whiteboard for sketching hand-drawn like diagrams
Pretty good call graphs for dynamic languages
Lightning fast C++/CUDA neural network framework
Calculation of the Finite Difference Time Domain method in parallel on a GPU
Convert any book 📖 or article in PDF form to a deck of flashcards! 📜✍🏻
Understand your Python codebase. 📡 Summarizes your directory in a single table. Displays the file structure of all the files, their functions, classes, and methods in a nicely colored tree. Shows a…
Fast and easy electromagnetic simulation and inverse design. ✨
Collection of algorithms for online portfolio selection
Online Portfolio Selection Algorithms
Large-Scale Multimodal Dataset of Astronomical Data
Multimodal contrastive pretraining for astronomical data
Code to estimate Renormalized Mutual Information in simple settings
Code to go along the lecture course "Advanced Machine Learning for Physics, Science, and Artificial Scientific Discovery"
Code for "Machine Learning for Physicists" lecture series by Florian Marquardt
An Interactive webVR Exploration tool for PyTheus Graphs
AI-driven discovery of new Gravitational Wave Detectors
Interesting Scientific Idea Generation Using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders
Forecasting high-impact research topics via machine learning on evolving knowledge graphs
XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.