Julia code for the paper S. Gu, L. Zhang, W. Zuo, and X. Feng, “Projective Dictionary Pair Learning for Pattern Classification,” In NIPS 2014

A foolproof way of doing ML with GUI elements.

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Extreme Learning Machine in julia

Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)

Empirical Risk Minimization in Julia.

Utilities for English-language quirks in Julia

Julia bindings for the Enzyme automatic differentiator

Boosted trees in Julia

Explainable AI in Julia.

A Julia wrapper for the Fast Artificial Neural Network Library (FANN)

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

Repository housing feature selection algorithms for use with the machine learning toolbox MLJ.

A simple Julia implementation of finite state machines.

Gradient based Machine Learning for Julia

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

Complex neural network examples for Flux.jl

I heard you like compile times

Use Optim to train Flux models and visualize loss landscapes

A flexible neural net training library inspired by fast.ai

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

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

Utility functions for the FunctionalData package, mainly from the area of computer vision / machine learning

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

Implements Global Word Vectors.

Julia interface to GloVe

A Julia implementation of Simple Good Turing smoothing, largely adapted from @maxbane

Gradient boosting framework for Julia.

Graph Neural Networks in Julia

Help! I'm lost in the flatland!

A pure Julia port of the GURLS supervised learning library

Hopfield networks in Julia

Julia implementations of the Hilbert-Schmidt Independence Criterion (HSIC)

A Julia framework for invertible neural networks

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

A rewrite of Julia's parser in Julia

Machine Learning in Julia

Software and high-level API for offline, low latency and secure translation of human speech to computer commands or text on Linux, MacOS and Windows

Julia code for Kaggle's Digit Recognizer competition

KDTrees for julia