TreeParzen.jl, a pure Julia hyperparameter optimiser with MLJ integration

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An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

Unitful and differentiable gravitational N-body simulation code in Julia

Rigorous Coupled-Wave Analysis (RCWA) for nanophotonics simulations

Exploring the computational power of fermionic quantum systems. Ab initio computation and basis set optimization for electronic structure problems.

Generative Models with trainable conditional distributions in Julia!

3D multi-source electromagnetic simulations in frequency domain, implementing the augmented partial factorization (APF) and other methods.

Provide some MPS-based algorithms such as DMRG and TDVP.

Julia Toolkit with fairness metrics and bias mitigation algorithms

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

Same-same but different

Sparse multidimensional arrays using a DOK format, with support for TensorOperations.jl

Digital quantum circuit simulator written in Julia

Quantum dynamics simulation environment

A full stack simulator of quantum hardware, from the low-level analog physics to high-level network dynamics. Includes discrete event simulator, symbolic representation for quantum object, and works with many backend simulators.

Neural Network based models for Natural Language Processing

This package simulates the behaviors of an ensemble of phytoplankton individuals.

Interpretable Machine Learning via Rule Extraction

A Julia package for interacting with the Hugging Face dataset repository.

A turbulence-convection single column model cloud parameterization.

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

TensorOperations.jl compatible fast contractor for Julia, based on TBLIS, with generic strides and automatic differentiation support, within 400 lines.

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General purpose animations via iterated function systems

A Julia toolbox with resampling methods to correct for class imbalance.

Learning state-space targets in dynamical systems

Tensor networks for quantum error correction.

Improved susceptibility weighted imaging using multi-echo aquisitions

Unitary and Lindbladian evolution in Julia

Pruning framework and methods for Flux

Fast operator-overloading Jacobian & Hessian sparsity detection.

🌎 Tools for realistic regional-to-global ocean simulations, and coupled ocean + sea-ice simulations based on Oceananigans and ClimaSeaIce. Basis for the ocean and sea-ice component of CliMA's Earth system model.

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Deep Learning made easy and fast

Specialized tools for MRI

ClimaCoupler: bringing atmosphere, land, and ocean together

Accelerate your ML research using pre-built Deep Learning Models with Lux

Simulate quantum systems consisting of many spins interacting via dipole-dipole interaction