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Search results for ml julia

287 search results found

Julia ⭐ 42,562

The Julia Programming Language

Dash ⭐ 18,809

Data Apps & Dashboards for Python. No JavaScript Required.

Mlpack ⭐ 4,428

mlpack: a fast, header-only C++ machine learning library

Flux.jl ⭐ 4,114

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

Awesome Quant ⭐ 2,175

中国的Quant相关资源索引

Turing.jl ⭐ 1,820

Bayesian inference with probabilistic programming.

Gen.jl ⭐ 1,722

A general-purpose probabilistic programming system with programmable inference

Mlj.jl ⭐ 1,589

A Julia machine learning framework

Zygote.jl ⭐ 1,355

21st century AD

Knet.jl ⭐ 1,336

Koç University deep learning framework.

High-Performance Symbolic Regression in Python and Julia

Beautifulalgorithms.jl ⭐ 1,246

Concise and beautiful algorithms written in Julia

Modelingtoolkit.jl ⭐ 1,215

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

Alphazero.jl ⭐ 1,127

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

Tensorflow.jl ⭐ 835

A Julia wrapper for TensorFlow

Model Zoo ⭐ 827

Please do not feed the models

Oceananigans.jl ⭐ 787

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

Extensible, Efficient Quantum Algorithm Design for Humans.

Neuralpde.jl ⭐ 766

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

Statswithjuliabook ⭐ 760

Scikitlearn.jl ⭐ 519

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

Reinforcementlearning.jl ⭐ 506

A reinforcement learning package for Julia

Transformers.jl ⭐ 422

Julia Implementation of Transformer models

Symbolicregression.jl ⭐ 398

Distributed High-Performance symbolic regression in Julia

Measuretheory.jl ⭐ 367

"Distributions" that might not add to one.

Geometricflux.jl ⭐ 331

Geometric Deep Learning for Flux

Automlpipeline.jl ⭐ 327

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

Stheno.jl ⭐ 317

Probabilistic Programming with Gaussian processes in Julia

Decisiontree.jl ⭐ 314

Julia implementation of Decision Tree (CART) and Random Forest algorithms

Enzyme.jl ⭐ 313

Julia bindings for the Enzyme automatic differentiator

Explicitly Parameterized Neural Networks in Julia

Metalhead.jl ⭐ 297

Computer vision models for Flux

Decisiontree.jl ⭐ 257

Julia implementation of Decision Tree (CART) and Random Forest algorithms

Kernelfunctions.jl ⭐ 245

Julia package for kernel functions for machine learning

Componentarrays.jl ⭐ 228

Arrays with arbitrarily nested named components.

Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge

Mldatasets.jl ⭐ 205

Utility package for accessing common Machine Learning datasets in Julia

Turingtutorials ⭐ 191

Educational material and tutorials for the Turing language

Arrayfire.jl ⭐ 175

Julia wrapper for the ArrayFire library

Reservoircomputing.jl ⭐ 171

Reservoir computing utilities for scientific machine learning (SciML)

A Bayesian Analysis Toolkit in Julia

Nnlib.jl ⭐ 165

Neural Network primitives with multiple backends

Autograd.jl ⭐ 160

Julia port of the Python autograd package.

Adcme.jl ⭐ 158

Automatic Differentiation Library for Computational and Mathematical Engineering

Graphneuralnetworks.jl ⭐ 156

Graph Neural Networks in Julia

Evotrees.jl ⭐ 145

Boosted trees in Julia

Mljbase.jl ⭐ 140

Core functionality for the MLJ machine learning framework

Merlin.jl ⭐ 138

Deep Learning for Julia

Lossfunctions.jl ⭐ 137

Julia package of loss functions for machine learning.

Forneylab.jl ⭐ 134

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

Yota.jl ⭐ 126

Reverse-mode automatic differentiation in Julia

Onnx.jl ⭐ 123

Read ONNX graphs in Julia

Augmentor.jl ⭐ 123

A fast image augmentation library in Julia for machine learning.

Raytracer.jl ⭐ 121

Differentiable RayTracing in Julia

Diffeqbayes.jl ⭐ 117

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Pastaq.jl ⭐ 114

Package for Simulation, Tomography and Analysis of Quantum Computers

Invertiblenetworks.jl ⭐ 112

A Julia framework for invertible neural networks

Machinelearning.jl ⭐ 108

Julia Machine Learning library

Scientificcomputingfortherestofus ⭐ 108

Introduction to Scientific Computing 🦊

Umap.jl ⭐ 107

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Proximalalgorithms.jl ⭐ 104

Proximal algorithms for nonsmooth optimization in Julia

Mldatautils.jl ⭐ 97

Utility package for generating, loading, splitting, and processing Machine Learning datasets

Kinetic.jl ⭐ 97

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

MADS: Model Analysis & Decision Support

A package for time series data processing, classification, clustering, and prediction.

Functors.jl ⭐ 93

Parameterise all the things

Implicitdifferentiation.jl ⭐ 92

Automatic differentiation of implicit functions

Flux3d.jl ⭐ 90

3D computer vision library in Julia

Tensorboardlogger.jl ⭐ 87

Easy peasy logging to TensorBoard with Julia

Tabletransforms.jl ⭐ 82

Transforms and pipelines with tabular data in Julia

Scientifictypes.jl ⭐ 82

An API for dispatching on the "scientific" type of data instead of the machine type

Mlopt.jl ⭐ 79

Tutorial code for Machine Learning and Optimization written in julia

Inferopt.jl ⭐ 78

Combinatorial optimization layers for machine learning pipelines

Bayesianoptimization.jl ⭐ 77

Bayesian optimization for Julia

Counterfactualexplanations.jl ⭐ 76

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Multiple Instance Learning Library is build on top of Flux.jl aimed to prototype flexible multi-instance learning models.

Betaml.jl ⭐ 72

Beta Machine Learning Toolkit

Mlkernels.jl ⭐ 72

Machine learning kernels in Julia.

Mljmodels.jl ⭐ 67

Home of the MLJ model registry and tools for model queries and mode code loading

Stackexchangecodes ⭐ 67

Codes related to answers on StackExchange Network.

Jlboost.jl ⭐ 61

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

Mljtuning.jl ⭐ 60

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

Deepqlearning.jl ⭐ 59

Implementation of the Deep Q-learning algorithm to solve MDPs

Conformalprediction.jl ⭐ 58

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

Mldatapattern.jl ⭐ 57

Utility package for subsetting, resampling, iteration, and partitioning of various types of data sets in Machine Learning

Daggerflux.jl ⭐ 57

Distributed computation of differentiation pipelines to use multiple workers, devices, GPU, etc. since Julia wasn't fast enough already

Learn.jl ⭐ 57

JuliaML bundled in a convenient all-in-one toolkit.

Lathe.jl ⭐ 56

Lathe is an inclusive Predictive Learning module for Julia

Reinforcementlearningenvironments.jl ⭐ 52

A one-stop package for different reinforcement learning environments

Neuralprocesses.jl ⭐ 52

A framework for composing Neural Processes in Julia

Knet The Julia Dope ⭐ 52

An interactive book on deep learning. Much easy, so Knet. Wow.

Chemometricstools.jl ⭐ 51

A collection of tools for chemometrics and machine learning written in Julia.

Challenges_2020 ⭐ 50

ECMWF Summer of Weather Code 2020 challenges

Gan 70 Lines Of Julia ⭐ 47

A Knet implementation of MLP GAN for MNIST data.

Lathe.jl ⭐ 46

Lathe is an inclusive Predictive Learning module for Julia

Juliacomputation ⭐ 46

Repository for Common Ground C25

Reinforcementlearningzoo.jl ⭐ 45

Sciml.ai ⭐ 43

The SciML Scientific Machine Learning Software Organization Website

Recommendation.jl ⭐ 43

Building recommender systems in Julia

Pomdpgallery.jl ⭐ 43

A gallery of POMDPs.jl problems

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