Top Julia Repositories

The Julia Programming Language

🎈 Simple reactive notebooks for Julia

Relax! Flux is the ML library that doesn't make you tensor

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

Julia kernel for Jupyter

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

Interactive data visualizations and plotting in Julia

🧞The highly productive Julia web framework

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

Bayesian inference with probabilistic programming.

Crafty statistical graphics for Julia.

Powerful convenience for Julia visualizations and data analysis

A Julia machine learning framework

A general-purpose probabilistic programming system with programmable inference

In-memory tabular data in Julia

21st century AD

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Package to call Python functions from the Julia language

Compile your Julia Package

Unicode-based scientific plotting for working in the terminal

Curated decibans of Julia programming language.

Penumbra Color Theme

Symbolic programming for the next generation of numerical software

Concise and beautiful algorithms written in Julia

Deep Learning framework for Julia

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

CUDA programming in Julia.

Automatically update function definitions in a running Julia session

Exiting VIM is hard; sometimes we need to take drastic measures

Optimization functions for Julia

A Julia package for probability distributions and associated functions.

None

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.

Curated decibans of scientific programming resources in Python.

Extensible, Efficient Quantum Algorithm Design for Humans.

Please do not feed the models

Forward Mode Automatic Differentiation for Julia

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

A Julia wrapper for TensorFlow

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Python and Julia in harmony.

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

⚡ Single-pass algorithms for statistics

The perfect sidekick to your scientific inquiries

Scientific reports/literate programming for Julia

A documentation generator for Julia.

Julia Animations and Visualizations

Agent-based modeling framework in Julia

Statically sized arrays for Julia

Syntax highlighting and other enhancements for the Julia REPL

Differentiation for Hackers

An experimental code analyzer for Julia. No need for additional type annotations.

Parallel analytical database in pure Julia

The Julia C++ Interface

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

Macro(s) for vectorizing loops.

Grid-based approximation of partial differential equations in Julia

Progress meter for long-running computations

Julia implementation of Data structures

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Formatted output of timed sections in Julia

Distributed High-Performance Symbolic Regression in Julia

A JSON representation of Webster's Unabridged Dictionary

An unofficial collection of Plugins for ChatGPT, in any programming language!

An optimized graphs package for the Julia programming language

The slow descent into madness

Fast and simple fluid simulator in Julia

Create new Julia packages, the easy way

Additional exercises and data for EE364a. No solutions; for public consumption.

A framework for out-of-core and parallel execution

HTTP for Julia

A benchmarking framework for the Julia language

A framework for applied category theory in the Julia language

Pkg - Package manager for the Julia programming language

Physical quantities with arbitrary units

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The official registry of general Julia packages

A reinforcement learning package for Julia

Generalized linear models in Julia

Simple drawings using vector graphics; Cairo "for tourists!"

An opinionated code formatter for Julia. Plot twist - the opinion is your own.

Basic statistics for Julia

Repository of best practices for deep learning in Julia, inspired by fastai

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

A Julia library for efficient tensor computations and tensor network calculations. ITensor is supported by the Simons Foundation's Flatiron Institute.

A Julia package for disciplined convex programming

HDF5-compatible file format in pure Julia

Convert julia objects to LaTeX equations, arrays or other environments.

Trixi.jl: Adaptive high-order numerical simulations of conservation laws in Julia

Library for the numerical simulation of closed as well as open quantum systems.

Simple package for literate programming in Julia

Port of the book Think Python to the Julia programming language

Meta-package for data analysis in Julia, modeled after the R tidyverse.

Julia package for function approximation

Julia implementation of the scikit-learn API https://cstjean.github.io/ScikitLearn.jl/dev/

Symbolic expressions, rewriting and simplification

Fast, continuous interpolation of discrete datasets in Julia

Elegant and Performant Scientific Machine Learning in Julia