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Rich is a Python library for rich text and beautiful formatting in the terminal.
Visualisation for 4D Volumes (Space + Time) written in WebGPU and Rust
Floquet simulations of quantum systems to identify nonlinear resonances
Optax is a gradient processing and optimization library for JAX.
📈 Adaptive: parallel active learning of mathematical functions
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
Quantum optimal control based on dynamiqs, diffrax and JAX
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
An extremely fast Python package and project manager, written in Rust.
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
An extremely fast Python linter and code formatter, written in Rust.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).
A new markup-based typesetting system that is powerful and easy to learn.
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
IDE-style autocomplete for your existing terminal & shell
Online/offline learning algorithms for fair ad auctions with budget constraints.
Component and HTML unique id generation plugin for Vue.js
BootstrapVue provides one of the most comprehensive implementations of Bootstrap v4 for Vue.js. With extensive and automated WAI-ARIA accessibility markup.
Use and implement your Vuex store with TypeScript types. Compatible with the Vue 3 composition API.