Mill.jl (Multiple Instance Learning Library) is a library built on top of Flux.jl aimed to flexibly prototype hierarchical multiple instance learning models as described in [1], [2] and [3]. It is developed to be:

• flexible and versatile
• as general as possible
• fast
• and dependent on only handful of other packages

Watch our introductory talk from JuliaCon 2021.

Installation

Run the following in REPL:

] add Mill

Julia v1.9 or later is required.

Getting started

For the quickest start, see the Musk example.

• Motivation: a brief introduction into the philosophy of Mill
• Manual: a brief tutorial into Mill
• Examples: some examples of Mill use
• External tools: examples of integration with other packages
• Public API: extensive API reference
• References: related literature
• Citation: preferred citation entries