Dependency Packages
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Reinforce.jl202Abstractions, algorithms, and utilities for reinforcement learning in Julia
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Augmentor.jl132A fast image augmentation library in Julia for machine learning.
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Avalon.jl105Starter kit for legendary models
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MLDataUtils.jl102Utility package for generating, loading, splitting, and processing Machine Learning datasets
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TSML.jl94A package for time series data processing, classification, clustering, and prediction.
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DataLoaders.jl71A parallel iterator for large machine learning datasets that don't fit into memory inspired by PyTorch's `DataLoader` class.
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MLDataPattern.jl61Utility package for subsetting, resampling, iteration, and partitioning of various types of data sets in Machine Learning
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Lilith.jl44Renamed to Avalon.jl
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AtariAlgos.jl40Arcade Learning Environment (ALE) wrapped as a Reinforce.jl environment
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JsonGrinder.jl37Towards more automatic processing of structured data
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SparseRegression.jl37Statistical Models with Regularization in Pure Julia
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MLLabelUtils.jl31Utility package for working with classification targets and label-encodings
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LearningStrategies.jl28A generic and modular framework for building custom iterative algorithms in Julia
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DINCAE.jl13DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.
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DiskDataProviders.jl12Disk based, buffered data structures for machine learning
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TextSearch.jl7Searching methods and models for textual data; it was designed to work with SimilaritySearch.jl
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DLPipelines.jl6Interfaces for deep learning data pipelines.
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IndependentHypothesisWeighting.jl6Independent Hypothesis Weighting for multiple testing with side-information in Julia
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InvertedFiles.jl6Implements a generic Inverted Index data structure for full text search and other kinds of search domains
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PPLM.jl5A Julia based implementation of Plug and Play Language Models
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KNearestCenters.jl4Classification algorithms based on kernel nearest centers
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NetworkLearning.jl3Baseline collective classification library
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KCenters.jl3A library gathering diverse algorithms for clustering, similarity search, prototype selection, and data encoding based on k-cluster algorithms.
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EBayes.jl3Empirical Bayes shrinkage in Julia
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NNHelferlein.jl3Little helpers for neural networks in the Knet ecosystem
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TransportBasedInference.jl3A repository for adaptive transport maps
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TSMLextra.jl1External Machine Learning Libs for TSML
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NeighborhoodApproximationIndex.jl1Similarity search indexes based on neighborhood approximation
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TextClassification.jl1A text classification library using the microtc approach
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Pilot.jl0Pilot library for NLP convolutional nets in Julia
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