hlearn

We have hosted the application hlearn in order to run this application in our online workstations with Wine or directly.

Quick description about hlearn:

HLearn is a Haskell-based machine learning library focused on composability, algebraic structure, and performance. It provides a functional approach to building machine learning algorithms by leveraging algebraic properties such as monoids and groups. This allows for parallel, incremental, and distributed computation in a mathematically consistent way. HLearn aims to provide implementations of common algorithms like k-means, naive Bayes, and others while maintaining the expressiveness and safety of the Haskell language.

Features:

• Functional and composable machine learning framework
• Implements algebraically structured learning algorithms
• Supports parallel and distributed computation
• Provides incremental learning capabilities
• Leverages Haskell's type system and category theory
• Includes classification and clustering methods

Programming Language: Haskell.
Categories: