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226 search results found

Pomdpgallery.jl ⭐ 43

A gallery of POMDPs.jl problems

Recommendation.jl ⭐ 43

Building recommender systems in Julia

Keras.jl ⭐ 42

A julia wrapper for https://keras.io

Introduction to Scientific Programming and Machine Learning with Julia

Work At Olist Data ⭐ 41

Apply for a job at Olist's Data Team: https://olist.gupy.io/

Lightgbm.jl ⭐ 41

LightGBM.jl provides a high-performance Julia interface for Microsoft's LightGBM.

Naivegaflux.jl ⭐ 41

Evolve Flux networks from scratch!

Chemistryfeaturization.jl ⭐ 40

Interface package for featurizing atomic structures

Julia Workshop ⭐ 39

"Integrating Julia in real-world, distributed pipelines" for JuliaCon 2017

Jsongrinder.jl ⭐ 39

Towards more automatic processing of structured data

Nearestneighbordescent.jl ⭐ 37

Efficient approximate k-nearest neighbors graph construction and search in Julia

Helicoptersciml.jl ⭐ 37

Helicopter Scientific Machine Learning (SciML) Challenge Problem

YOLO Object Detection in Julia

Sumproductnetworks.jl ⭐ 36

Sum-product networks in Julia.

Docker Images ⭐ 35

Out-of-box Data Science / AI platform | AI/数据科学的瑞士军刀

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

Latentdiffeq.jl ⭐ 33

Latent Differential Equations models in Julia.

Partialleastsquaresregressor.jl ⭐ 32

Implementation of a Partial Least Squares Regressor

Jitrench.jl ⭐ 32

[wip] Lightweight Automatic Differentiation & DeepLearning Framework implemented in pure Julia.

Protograd.jl ⭐ 31

Deep learning 99% fat free

Transformations.jl ⭐ 31

Static transforms, activation functions, and other implementations of LearnBase abstractions

Dpmmsubclusters.jl ⭐ 30

Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

Laplaceredux.jl ⭐ 30

Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

Juliatorch ⭐ 30

Using PyTorch in Julia Language

Autogp.jl ⭐ 30

Automated Bayesian model discovery for time series data

Fluxjs.jl ⭐ 30

I heard you like compile times

Mllabelutils.jl ⭐ 29

Utility package for working with classification targets and label-encodings

Parameterschedulers.jl ⭐ 28

Common hyperparameter scheduling for ML

Adfem.jl ⭐ 28

Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling

Boltzmannmachines.jl ⭐ 28

A Julia package for training and evaluating multimodal deep Boltzmann machines

Fairness.jl ⭐ 28

Julia Toolkit with fairness metrics and bias mitigation algorithms

Learningstrategies.jl ⭐ 28

A generic and modular framework for building custom iterative algorithms in Julia

Bayesianlinearregressors.jl ⭐ 28

Bayesian Linear Regression in Julia

Stochasticoptimization.jl ⭐ 26

Implementations of stochastic optimization algorithms and solvers

Penaltyfunctions.jl ⭐ 25

Julia package of regularization functions for machine learning

Sirus.jl ⭐ 25

Interpretable Machine Learning via Rule Extraction

Mlplots.jl ⭐ 24

Plotting recipes for statistics and machine learning using Plots.jl

Naivebayes.jl ⭐ 24

Naive Bayes classifier

Bifurcationinference.jl ⭐ 23

learning state-space targets in dynamical systems

Naivenasflux.jl ⭐ 23

Your local Flux surgeon

Deeplearningwithjulia ⭐ 23

The Deep Learning with Julia book, using Flux.jl.

Geothermalcloud.jl ⭐ 23

Geothermal Cloud for Machine Learning

Diffeqfinancial.jl ⭐ 23

Differential equation problem specifications and scientific machine learning for common financial models

Duckietown.jl ⭐ 22

Differentiable Duckietown

Faststyletransfer.jl ⭐ 21

Fast Neural Style Transfer in Julia

Marswitching.jl ⭐ 21

MarSwitching.jl: Julia package for Markov switching dynamic models

Bayesianoptimization.jl ⭐ 21

A julia package for bayesian optimization of black box functions.

Hurdledmr.jl ⭐ 21

Hurdle Distributed Multinomial Regression (HDMR) implemented in Julia

Plsregressor.jl ⭐ 20

Implementation of a Partial Least Squares Regressor

Neuralquantum.jl ⭐ 20

Neural-Network representation of Quantum Systems

Julia Data Science ⭐ 20

Data science and numerical computing with Julia

Backwardslinalg.jl ⭐ 20

Auto differentiation over linear algebras (a Zygote extension)

Knetlayers.jl ⭐ 20

Useful Layers for Knet

Statistical_learning_method_by Dr. Li Hang ⭐ 20

基于Julia 1.0写李航博士《统计学习方法》

Imbalance.jl ⭐ 20

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

Fluxml.github.io ⭐ 20

Timeseriesclassification.jl ⭐ 19

Machine Learning with Time Series in Julia

Transformerslite.jl ⭐ 19

A lightweight package for the transformer deep learning architecture in Julia

Dincae.jl ⭐ 18

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

Adaptiveresonance.jl ⭐ 18

A Julia package for Adaptive Resonance Theory (ART) algorithms.

Potentiallearning.jl ⭐ 17

An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.

Parameterestimocean.jl ⭐ 17

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

Naivenaslib.jl ⭐ 17

Relentless mutation!!

Deeplearningbenchmarks ⭐ 16

Benchmarks across Deep Learning Frameworks in Julia and Python

Clusteranalysis.jl ⭐ 16

Cluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

Valuehistories.jl ⭐ 15

Utilities to efficiently track learning curves or other optimization information

Data Science With Julia ⭐ 15

Exploring data science through Julia programming language

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Predictmd.jl ⭐ 14

Uniform interface for machine learning in Julia

Keras.jl ⭐ 14

Run keras models with a Flux backend

MLFS type system: raising ML to the power of system F in a Simplest way

Restrictedboltzmannmachines.jl ⭐ 14

Train and sample Restricted Boltzmann machines in Julia

Calibrationerrors.jl ⭐ 13

Estimation of calibration errors.

Morse.jl ⭐ 13

Neural Morphological Analyzer+Disambiguator

Oddframes.jl ⭐ 13

The unique data management platform for Julia

Jchemo.jl ⭐ 12

Tools for machine learning with focus on chemometrics and high-dimensional data (e.g. Partial least squares regression/discrimination)

Adversarialprediction.jl ⭐ 12

Easily optimize generic performance metrics in differentiable learning.

Implementation of Wasserstein GAN using Knet

Smartboost.jl ⭐ 12

SMARTboost (boosting of smooth symmetric regression trees)

Learned coupled inversion with Fourier neural operators

Soledata.jl ⭐ 11

Manage unstructured and multimodal datasets!

Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

Metrics.jl ⭐ 11

Metrics for evaluation of Machine Learning and Deep Learning Models

Bnpmix.jl ⭐ 11

Bayesian Nonparametric Mixture Models in Julia

Docker Jupyterhub ⭐ 11

Multi user Jupyterhub with C++, Java, Python, Tensorflow, Julia, SQL, NodeJS, Bash and more!

Evolinear.jl ⭐ 10

Wisard.jl ⭐ 10

WiSARD Weightless Neural Network (WNN) Model implemented in Julia.

Learninghorse.jl ⭐ 10

LearningHorse.jl is the ML library for JuliaLang.

Diskdataproviders.jl ⭐ 10

Disk based, buffered data structures for machine learning

Mljglminterface.jl ⭐ 9

MLJ.jl interface for GLM.jl models

Monodepth2.jl ⭐ 9

Self-supervised monocular depth estimation

Ciaoalgorithms.jl ⭐ 9

Coordinate and Incremental Aggregated Optimization Algorithms

Jlboostmlj.jl ⭐ 9

MLJ.jl interface for JLBoost.jl

Julia_tutorials ⭐ 9

Collection of tutorials on Julia

Simplesvms.jl ⭐ 9

JuMP-based implementation of Support Vector Machines

Solemodels.jl ⭐ 9

Symbolic modeling in Julia!

Generalledger.jl ⭐ 9

ML for GL - A complete Julialang ERP Data Science framework for Finance, Supply chain accounting

Reinforcement Learning Sutton Barto Exercise Solutions ⭐ 8

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

Horseml.jl ⭐ 8

HorseML.jl is the ML library for JuliaLang.

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