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

Generalized linear models in Julia

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

Basic statistics for Julia

Distributed High-Performance Symbolic Regression in Julia

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

Symbolic expressions, rewriting and simplification

Julia package for function approximation

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

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

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

Julia Implementation of Transformer models

A Julia library for efficient tensor computations and tensor network calculations

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

A Control Systems Toolbox for Julia

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

Julia implementation of QuantEcon routines

Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

Metaprogramming tools for DataFrames

Utility library for working with CSV and other delimited files in the Julia programming language

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Climate Machine: an Earth System Model that automatically learns from data

Julia package for tensor contractions and related operations

Julia library for stylized terminal output

Statistical plotting recipes for Plots.jl

Black-box optimization for Julia

Forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

Next-generation AD

Density-functional toolkit

Play atmospheric modelling like it's LEGO.

Combine ingredients for a plot

Julia library for plotting with plotly.js

Probabilistic programming via source rewriting

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

Print data in formatted tables.

A Julia package for fitting (statistical) mixed-effects models

Iterative algorithms for solving linear systems, eigensystems, and singular value problems

Query almost anything in julia

Molecular simulation in Julia