Stars
A Python interface to the 6S Radiative Transfer Model
A python package that transparently handles physical quantities like 2 meters or `np.array([1, 2, 3]) Joule`
Integrated Machine and Deep Learning for Optical Design
Code repository for the SPIE book Optics Using Python
A library for nontrivial paraxial optics calculations
Wrapper around the Zemax OpticStudio API. Provides a more pythonic and intuitive way to interact with the ZOS-API through python using a .NET connection.
Poke (pronounced poh-keh) is a Polarization Ray Tracing and Gaussian Beamlet module for Python
The main source repository for the Raysect project.
Trace rays through lenses and learn about geometric optics
Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation ana…
Trame lets you weave various components and technologies into a Web Application solely written in Python.
Feature engineering package with sklearn like functionality
A library of sklearn compatible categorical variable encoders
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…
Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.
A scikit-learn compatible neural network library that wraps PyTorch
Automatic differentiation in python (forward method).
JAX - A curated list of resources https://github.com/google/jax
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Curve and image plotting tools for Python/Qt applications
Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations
Basic implementation of dual numbers in Python.
A machine learning compiler for GPUs, CPUs, and ML accelerators
A differentiable PDE solving framework for machine learning
A framework for managing and maintaining multi-language pre-commit hooks.