AI Packages

CounterfactualExplanations.jl75A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

SemanticModels.jl76A julia package for representing and manipulating model semantics

Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor

ConformalPrediction.jl58Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

WordNet.jl31A Julia package for Princeton's WordNet®.

BrainFlow.jl935BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

NeuralNetDiffEq.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

DiffEqFlux.jl771Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

SeaPearl.jl141Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

ForneyLab.jl135Julia package for automatically generating Bayesian inference algorithms through message passing on Forneystyle factor graphs.

CommonRLInterface.jl40A minimal reinforcement learning environment interface with additional optin features.

SimpleChains.jl195Simple chains

Dojo.jl221A differentiable physics engine for robotics

MLJFlux.jl115Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox

Yota.jl145Reversemode automatic differentiation in Julia

Clustering.jl311A Julia package for data clustering

MLUtils.jl83Utilities and abstractions for Machine Learning tasks

ONNX.jl122Read ONNX graphs in Julia

MLDatasets.jl204Utility package for accessing common Machine Learning datasets in Julia

AlphaZero.jl1131A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

NNlib.jl165Neural Network primitives with multiple backends

Discretizers.jl18A Julia package for data discretization and label maps

FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai

MLJModels.jl67Home of the MLJ model registry and tools for model queries and mode code loading

EvoTrees.jl143Boosted trees in Julia

Enzyme.jl311Julia bindings for the Enzyme automatic differentiator

InvertibleNetworks.jl101A Julia framework for invertible neural networks

FluxOptTools.jl54Use Optim to train Flux models and visualize loss landscapes

MCTS.jl68Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework

Lux.jl300Explicitly Parameterized Neural Networks in Julia

LossFunctions.jl137Julia package of loss functions for machine learning.

GraphNeuralNetworks.jl153Graph Neural Networks in Julia

ApproxBayes.jl48Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia

MLJ.jl1589A Julia machine learning framework

ReactiveMP.jl74Highperformance reactive messagepassing based Bayesian inference engine

ReservoirComputing.jl172Reservoir computing utilities for scientific machine learning (SciML)

GridWorlds.jl42Help! I'm lost in the flatland!

OpenAI.jl57OpenAI API wrapper for Julia

Transformers.jl420Julia Implementation of Transformer models

ReinforcementLearning.jl498A reinforcement learning package for Julia
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